{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4378905f",
   "metadata": {},
   "source": [
    "**查询深圳A股、上海A股、北交所列表查询"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "797b614d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   板块    A股代码   A股简称      A股上市日期           A股总股本          A股流通股本   所属行业\n",
      "0  主板  000001   平安银行  1991-04-03  19,405,918,198  19,405,600,653  J 金融业\n",
      "1  主板  000002  万  科Ａ  1991-01-29   9,724,196,533   9,716,812,790  K 房地产\n",
      "     证券代码  证券简称            公司全称        上市日期\n",
      "0  600000  浦发银行  上海浦东发展银行股份有限公司  1999-11-10\n",
      "1  600004  白云机场  广州白云国际机场股份有限公司  2003-04-28\n",
      "     证券代码  证券简称        总股本       流通股本        上市日期   所属行业   地区        报告日期\n",
      "0  430017  星昊医药  122288200  121417900  2023-05-31  医药制造业  北京市  2025-05-23\n",
      "1  430047  诺思兰德  274271974  180106427  2020-11-24  医药制造业  北京市  2025-05-23\n",
      "     公司代码  公司简称        上市日期      暂停上市日期\n",
      "0  600001  邯郸钢铁  1998-01-22  2009-12-29\n",
      "1  600002  齐鲁退市  1998-04-08  2006-04-24\n",
      "Empty DataFrame\n",
      "Columns: []\n",
      "Index: []\n"
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "\n",
    "## 深圳A股列表\n",
    "sz_list = ak.stock_info_sz_name_code()\n",
    "print(sz_list.head(2))\n",
    "sz_list.to_csv(\"sz_list.csv\", index=False, encoding=\"utf-8-sig\")\n",
    "\n",
    "## 上海A股列表\n",
    "sh_list = ak.stock_info_sh_name_code()\n",
    "print(sh_list.head(2))\n",
    "sh_list.to_csv(\"sh_list.csv\", index=False, encoding=\"utf-8-sig\")\n",
    "\n",
    "## 北交所列表\n",
    "bj_list = ak.stock_info_bj_name_code()\n",
    "print(bj_list.head(2))\n",
    "# bj_list.to_csv(\"bj_list.csv\", index=False, encoding=\"utf-8-sig\")\n",
    "\n",
    "## 上海证券交易所-终止上市公司\n",
    "sh_delist = ak.stock_info_sh_delist()\n",
    "print(sh_delist.head(2))\n",
    "\n",
    "## 深圳证券交易所-终止上市公司\n",
    "sz_delist = ak.stock_info_sz_delist()\n",
    "print(sz_delist.head(2))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ebe09e94",
   "metadata": {},
   "source": [
    "**自动下载深交所、上交所、北交所全部A股公司数据**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "eacb3c08",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "正在下载深圳A股列表...\n",
      "正在下载上海A股列表...\n",
      "正在下载北交所列表...\n",
      "\n",
      "【深交所列名】 ['板块', 'A股代码', 'A股简称', 'A股上市日期', 'A股总股本', 'A股流通股本', '所属行业', '上市年份', '交易所']\n",
      "【上交所列名】 ['证券代码', '证券简称', '公司全称', '上市日期', '交易所', '上市年份']\n",
      "【北交所列名】 ['证券代码', '证券简称', '总股本', '流通股本', '上市日期', '所属行业', '地区', '报告日期', '交易所', '上市年份']\n",
      "\n",
      "[深交所] 上市日期字段: A股上市日期, 行业字段: 所属行业\n",
      "[上交所] 上市日期字段: 上市日期, 行业字段: None\n",
      "[北交所] 上市日期字段: 上市日期, 行业字段: 所属行业\n",
      "\n",
      "深交所各年度上市公司数量：\n",
      " 上市年份\n",
      "2016    123\n",
      "2017    222\n",
      "2018     47\n",
      "2019     77\n",
      "2020    161\n",
      "2021    233\n",
      "2022    190\n",
      "2023    133\n",
      "2024     45\n",
      "2025     23\n",
      "dtype: int64\n",
      "\n",
      "上交所各年度上市公司数量：\n",
      " 上市年份\n",
      "2016    103\n",
      "2017    211\n",
      "2018     57\n",
      "2019     55\n",
      "2020     90\n",
      "2021     88\n",
      "2022     31\n",
      "2023     36\n",
      "2024     17\n",
      "2025      9\n",
      "dtype: int64\n",
      "\n",
      "北交所各年度上市公司数量：\n",
      " 上市年份\n",
      "2020    38\n",
      "2021    41\n",
      "2022    83\n",
      "2023    77\n",
      "2024    23\n",
      "2025     4\n",
      "dtype: int64\n",
      "\n",
      "深交所 行业分布：\n",
      " 所属行业\n",
      "C 制造业     1998\n",
      "I 信息技术     259\n",
      "F 批发零售     101\n",
      "M 科研服务      68\n",
      "D 水电煤气      57\n",
      "N 公共环保      56\n",
      "L 商务服务      50\n",
      "E 建筑业       50\n",
      "K 房地产       45\n",
      "J 金融业       37\n",
      "G 运输仓储      33\n",
      "B 采矿业       30\n",
      "A 农林牧渔      27\n",
      "R 文化传播      25\n",
      "Q 卫生        15\n",
      "P 教育         7\n",
      "H 住宿餐饮       5\n",
      "S 综合         3\n",
      "O 居民服务       1\n",
      "Name: count, dtype: int64\n",
      "\n",
      "上交所 无行业字段，无法统计行业分布。\n",
      "\n",
      "北交所 行业分布：\n",
      " 所属行业\n",
      "计算机、通信和其他电子设备制造业        28\n",
      "专用设备制造业                 26\n",
      "通用设备制造业                 25\n",
      "软件和信息技术服务业              25\n",
      "电气机械和器材制造业              21\n",
      "仪器仪表制造业                 18\n",
      "医药制造业                   16\n",
      "橡胶和塑料制品业                15\n",
      "化学原料和化学制品制造业            15\n",
      "汽车制造业                   15\n",
      "非金属矿物制品业                 9\n",
      "专业技术服务业                  9\n",
      "金属制品业                    6\n",
      "食品制造业                    5\n",
      "农副食品加工业                  4\n",
      "家具制造业                    3\n",
      "铁路、船舶、航空航天和其他运输设备制造业     3\n",
      "有色金属冶炼和压延加工业             2\n",
      "纺织业                      2\n",
      "开采专业及辅助性活动               2\n",
      "畜牧业                      1\n",
      "生态保护和环境治理业               1\n",
      "燃气生产和供应业                 1\n",
      "造纸和纸制品业                  1\n",
      "多式联运和运输代理业               1\n",
      "零售业                      1\n",
      "农业                       1\n",
      "商务服务业                    1\n",
      "化学纤维制造业                  1\n",
      "印刷和记录媒介复制业               1\n",
      "公共设施管理业                  1\n",
      "酒、饮料和精制茶制造业              1\n",
      "电信、广播电视和卫星传输服务           1\n",
      "批发业                      1\n",
      "土木工程建筑业                  1\n",
      "水上运输业                    1\n",
      "农、林、牧、渔专业及辅助性活动          1\n",
      "Name: count, dtype: int64\n",
      "\n",
      "最新年度（2025年）上市公司行业分布：\n",
      "所属行业\n",
      "C 制造业           21\n",
      "F 批发零售           1\n",
      "M 科研服务           1\n",
      "仪器仪表制造业          1\n",
      "有色金属冶炼和压延加工业     1\n",
      "电气机械和器材制造业       1\n",
      "软件和信息技术服务业       1\n",
      "Name: count, dtype: int64\n"
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "\n",
    "# 获取数据\n",
    "print(\"正在下载深圳A股列表...\")\n",
    "sz_list = ak.stock_info_sz_name_code()\n",
    "sz_list['交易所'] = '深交所'\n",
    "\n",
    "print(\"正在下载上海A股列表...\")\n",
    "sh_list = ak.stock_info_sh_name_code()\n",
    "sh_list['交易所'] = '上交所'\n",
    "\n",
    "print(\"正在下载北交所列表...\")\n",
    "bj_list = ak.stock_info_bj_name_code()\n",
    "bj_list['交易所'] = '北交所'\n",
    "\n",
    "# 打印列名（方便你调试）\n",
    "print(\"\\n【深交所列名】\", sz_list.columns.tolist())\n",
    "print(\"【上交所列名】\", sh_list.columns.tolist())\n",
    "print(\"【北交所列名】\", bj_list.columns.tolist())\n",
    "\n",
    "def get_listing_date_col(df):\n",
    "    for col in df.columns:\n",
    "        if '上市' in col and '日' in col:\n",
    "            return col\n",
    "    return None\n",
    "\n",
    "def get_industry_col(df):\n",
    "    # 兼容常见“行业”相关字段\n",
    "    for key in ['所属行业', '行业', '所处行业']:\n",
    "        for col in df.columns:\n",
    "            if key in col:\n",
    "                return col\n",
    "    return None\n",
    "\n",
    "# 找到各自的上市日期、行业字段名\n",
    "sz_date_col = get_listing_date_col(sz_list)\n",
    "sh_date_col = get_listing_date_col(sh_list)\n",
    "bj_date_col = get_listing_date_col(bj_list)\n",
    "\n",
    "sz_ind_col = get_industry_col(sz_list)\n",
    "sh_ind_col = get_industry_col(sh_list)\n",
    "bj_ind_col = get_industry_col(bj_list)\n",
    "\n",
    "print(f\"\\n[深交所] 上市日期字段: {sz_date_col}, 行业字段: {sz_ind_col}\")\n",
    "print(f\"[上交所] 上市日期字段: {sh_date_col}, 行业字段: {sh_ind_col}\")\n",
    "print(f\"[北交所] 上市日期字段: {bj_date_col}, 行业字段: {bj_ind_col}\")\n",
    "\n",
    "def extract_year(date_val):\n",
    "    try:\n",
    "        if pd.isnull(date_val):\n",
    "            return None\n",
    "        return str(date_val).split('-')[0]\n",
    "    except:\n",
    "        return None\n",
    "\n",
    "# 提取上市年份\n",
    "if sz_date_col:\n",
    "    sz_list['上市年份'] = sz_list[sz_date_col].apply(extract_year)\n",
    "else:\n",
    "    sz_list['上市年份'] = None\n",
    "if sh_date_col:\n",
    "    sh_list['上市年份'] = sh_list[sh_date_col].apply(extract_year)\n",
    "else:\n",
    "    sh_list['上市年份'] = None\n",
    "if bj_date_col:\n",
    "    bj_list['上市年份'] = bj_list[bj_date_col].apply(extract_year)\n",
    "else:\n",
    "    bj_list['上市年份'] = None\n",
    "\n",
    "# 年份统计\n",
    "sz_year_count = sz_list.groupby('上市年份').size()\n",
    "sh_year_count = sh_list.groupby('上市年份').size()\n",
    "bj_year_count = bj_list.groupby('上市年份').size()\n",
    "\n",
    "sz_year_count.to_csv('sz_year_count.csv', encoding='utf-8-sig')\n",
    "sh_year_count.to_csv('sh_year_count.csv', encoding='utf-8-sig')\n",
    "bj_year_count.to_csv('bj_year_count.csv', encoding='utf-8-sig')\n",
    "\n",
    "print(\"\\n深交所各年度上市公司数量：\\n\", sz_year_count.tail(10))\n",
    "print(\"\\n上交所各年度上市公司数量：\\n\", sh_year_count.tail(10))\n",
    "print(\"\\n北交所各年度上市公司数量：\\n\", bj_year_count.tail(10))\n",
    "\n",
    "# 行业分布统计（仅有字段时才统计）\n",
    "def safe_ind_count(df, ind_col, market_name):\n",
    "    if ind_col:\n",
    "        ind_count = df[ind_col].value_counts()\n",
    "        ind_count.to_csv(f'{market_name}_ind_count.csv', encoding='utf-8-sig')\n",
    "        print(f\"\\n{market_name} 行业分布：\\n\", ind_count)\n",
    "    else:\n",
    "        print(f\"\\n{market_name} 无行业字段，无法统计行业分布。\")\n",
    "\n",
    "safe_ind_count(sz_list, sz_ind_col, '深交所')\n",
    "safe_ind_count(sh_list, sh_ind_col, '上交所')\n",
    "safe_ind_count(bj_list, bj_ind_col, '北交所')\n",
    "\n",
    "# 合并数据，输出最新年度行业分布（只用第一个有行业字段的表）\n",
    "all_list = pd.concat([sz_list, sh_list, bj_list], ignore_index=True)\n",
    "ind_col = get_industry_col(all_list)\n",
    "if ind_col:\n",
    "    latest_year = all_list['上市年份'].dropna().max()\n",
    "    print(f\"\\n最新年度（{latest_year}年）上市公司行业分布：\")\n",
    "    latest_df = all_list[all_list['上市年份'] == latest_year]\n",
    "    latest_ind_count = latest_df[ind_col].value_counts()\n",
    "    print(latest_ind_count)\n",
    "    latest_ind_count.to_csv('latest_year_ind_count.csv', encoding='utf-8-sig')\n",
    "else:\n",
    "    print(\"\\n全部合并后无可识别行业字段，无法统计最新年度行业分布。\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "600d96a7",
   "metadata": {},
   "source": [
    "**各年度上市公司上市数量对比**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "aef7d9f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 如果是CSV，直接读取\n",
    "# sz_year_count = pd.read_csv('sz_year_count.csv', index_col=0, squeeze=True)\n",
    "# sh_year_count = pd.read_csv('sh_year_count.csv', index_col=0, squeeze=True)\n",
    "# bj_year_count = pd.read_csv('bj_year_count.csv', index_col=0, squeeze=True)\n",
    "\n",
    "# 1. 数据清洗，保证 index 是 int，并去除空格等\n",
    "def clean_year_index(year_series):\n",
    "    clean_index = pd.Index(year_series.index.astype(str).str.strip())\n",
    "    clean_index = clean_index[clean_index.str.isdigit()]\n",
    "    clean_index = clean_index.astype(int)\n",
    "    cleaned = year_series.copy()\n",
    "    cleaned.index = clean_index\n",
    "    cleaned = cleaned.sort_index()\n",
    "    return cleaned\n",
    "\n",
    "sz_year = clean_year_index(sz_year_count)\n",
    "sh_year = clean_year_index(sh_year_count)\n",
    "bj_year = clean_year_index(bj_year_count)\n",
    "\n",
    "# 2. 合并所有年份，保证 x 轴统一\n",
    "all_years = sorted(set(sz_year.index) | set(sh_year.index) | set(bj_year.index))\n",
    "\n",
    "sz_year_all = sz_year.reindex(all_years, fill_value=0)\n",
    "sh_year_all = sh_year.reindex(all_years, fill_value=0)\n",
    "bj_year_all = bj_year.reindex(all_years, fill_value=0)\n",
    "\n",
    "# 3. 画图\n",
    "plt.figure(figsize=(14,7))\n",
    "plt.plot(all_years, sz_year_all.values, marker='o', label='深交所')\n",
    "plt.plot(all_years, sh_year_all.values, marker='o', label='上交所')\n",
    "plt.plot(all_years, bj_year_all.values, marker='o', label='北交所')\n",
    "\n",
    "plt.xlabel('上市年份')\n",
    "plt.ylabel('上市公司数量')\n",
    "plt.title('各年度上市公司数量对比')\n",
    "plt.legend()\n",
    "plt.xticks(all_years, rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "136b2d30",
   "metadata": {},
   "source": [
    "**各年度各个交易所上市公司数量表格展示：**\n",
    "1.抓取数据 2是表格展示"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "82dc3d07",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['板块', 'A股代码', 'A股简称', 'A股上市日期', 'A股总股本', 'A股流通股本', '所属行业', '交易所'], dtype='object')\n",
      "['主板' '创业板']\n"
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "\n",
    "# 深交所数据\n",
    "sz_list = ak.stock_info_sz_name_code()\n",
    "sz_list['交易所'] = '深交所'\n",
    "\n",
    "# 上交所数据\n",
    "sh_list = ak.stock_info_sh_name_code()\n",
    "sh_list['交易所'] = '上交所'\n",
    "\n",
    "# 北交所数据\n",
    "bj_list = ak.stock_info_bj_name_code()\n",
    "bj_list['交易所'] = '北交所'\n",
    "\n",
    "# 检查深交所数据的板块字段\n",
    "print(sz_list.columns)\n",
    "print(sz_list['板块'].unique())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4927721d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各年度上市公司总数：\n"
     ]
    },
    {
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         "233",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>深交所</th>\n",
       "      <th>上交所</th>\n",
       "      <th>北交所</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>上市年份</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1990</th>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1992</th>\n",
       "      <td>14</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1993</th>\n",
       "      <td>42</td>\n",
       "      <td>57</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1994</th>\n",
       "      <td>33</td>\n",
       "      <td>57</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995</th>\n",
       "      <td>6</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1996</th>\n",
       "      <td>77</td>\n",
       "      <td>85</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1997</th>\n",
       "      <td>105</td>\n",
       "      <td>69</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1998</th>\n",
       "      <td>46</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1999</th>\n",
       "      <td>47</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000</th>\n",
       "      <td>42</td>\n",
       "      <td>73</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2001</th>\n",
       "      <td>1</td>\n",
       "      <td>72</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2002</th>\n",
       "      <td>1</td>\n",
       "      <td>64</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004</th>\n",
       "      <td>36</td>\n",
       "      <td>59</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2005</th>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006</th>\n",
       "      <td>48</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2007</th>\n",
       "      <td>97</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2008</th>\n",
       "      <td>69</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2009</th>\n",
       "      <td>84</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010</th>\n",
       "      <td>297</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2011</th>\n",
       "      <td>230</td>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2012</th>\n",
       "      <td>118</td>\n",
       "      <td>26</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2013</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014</th>\n",
       "      <td>77</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>126</td>\n",
       "      <td>89</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016</th>\n",
       "      <td>123</td>\n",
       "      <td>103</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>222</td>\n",
       "      <td>211</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2018</th>\n",
       "      <td>47</td>\n",
       "      <td>57</td>\n",
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       "    <tr>\n",
       "      <th>2019</th>\n",
       "      <td>77</td>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020</th>\n",
       "      <td>161</td>\n",
       "      <td>90</td>\n",
       "      <td>38</td>\n",
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       "      <th>2021</th>\n",
       "      <td>233</td>\n",
       "      <td>88</td>\n",
       "      <td>41</td>\n",
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       "      <th>2022</th>\n",
       "      <td>190</td>\n",
       "      <td>31</td>\n",
       "      <td>83</td>\n",
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       "      <td>133</td>\n",
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       "      <td>77</td>\n",
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       "      <td>45</td>\n",
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       "      <td>23</td>\n",
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       "      <th>2025</th>\n",
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       "      <td>4</td>\n",
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      "text/plain": [
       "      深交所  上交所  北交所\n",
       "上市年份               \n",
       "1990    1    5    0\n",
       "1991    3    0    0\n",
       "1992   14   20    0\n",
       "1993   42   57    0\n",
       "1994   33   57    0\n",
       "1995    6   13    0\n",
       "1996   77   85    0\n",
       "1997  105   69    0\n",
       "1998   46   48    0\n",
       "1999   47   36    0\n",
       "2000   42   73    0\n",
       "2001    1   72    0\n",
       "2002    1   64    0\n",
       "2004   36   59    0\n",
       "2005   12    2    0\n",
       "2006   48   13    0\n",
       "2007   97   25    0\n",
       "2008   69    6    0\n",
       "2009   84    8    0\n",
       "2010  297   27    0\n",
       "2011  230   37    0\n",
       "2012  118   26    0\n",
       "2013    1    1    0\n",
       "2014   77   42    0\n",
       "2015  126   89    0\n",
       "2016  123  103    0\n",
       "2017  222  211    0\n",
       "2018   47   57    0\n",
       "2019   77   55    0\n",
       "2020  161   90   38\n",
       "2021  233   88   41\n",
       "2022  190   31   83\n",
       "2023  133   36   77\n",
       "2024   45   17   23\n",
       "2025   23    9    4"
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      "深交所各板块年度上市公司数量：\n"
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>上市年份</th>\n",
       "      <th>1990</th>\n",
       "      <th>1991</th>\n",
       "      <th>1992</th>\n",
       "      <th>1993</th>\n",
       "      <th>1994</th>\n",
       "      <th>1995</th>\n",
       "      <th>1996</th>\n",
       "      <th>1997</th>\n",
       "      <th>1998</th>\n",
       "      <th>1999</th>\n",
       "      <th>...</th>\n",
       "      <th>2016</th>\n",
       "      <th>2017</th>\n",
       "      <th>2018</th>\n",
       "      <th>2019</th>\n",
       "      <th>2020</th>\n",
       "      <th>2021</th>\n",
       "      <th>2022</th>\n",
       "      <th>2023</th>\n",
       "      <th>2024</th>\n",
       "      <th>2025</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>板块</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>主板</th>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>14</td>\n",
       "      <td>42</td>\n",
       "      <td>33</td>\n",
       "      <td>6</td>\n",
       "      <td>77</td>\n",
       "      <td>105</td>\n",
       "      <td>46</td>\n",
       "      <td>47</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>82</td>\n",
       "      <td>19</td>\n",
       "      <td>26</td>\n",
       "      <td>54</td>\n",
       "      <td>34</td>\n",
       "      <td>40</td>\n",
       "      <td>23</td>\n",
       "      <td>7</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>创业板</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>77</td>\n",
       "      <td>140</td>\n",
       "      <td>28</td>\n",
       "      <td>51</td>\n",
       "      <td>107</td>\n",
       "      <td>199</td>\n",
       "      <td>150</td>\n",
       "      <td>110</td>\n",
       "      <td>38</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2 rows × 35 columns</p>\n",
       "</div>"
      ],
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       "上市年份  1990  1991  1992  1993  1994  1995  1996  1997  1998  1999  ...  2016  \\\n",
       "板块                                                                ...         \n",
       "主板       1     3    14    42    33     6    77   105    46    47  ...    46   \n",
       "创业板      0     0     0     0     0     0     0     0     0     0  ...    77   \n",
       "\n",
       "上市年份  2017  2018  2019  2020  2021  2022  2023  2024  2025  \n",
       "板块                                                          \n",
       "主板      82    19    26    54    34    40    23     7     5  \n",
       "创业板    140    28    51   107   199   150   110    38    18  \n",
       "\n",
       "[2 rows x 35 columns]"
      ]
     },
     "metadata": {},
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "上交所各板块年度上市公司数量：\n"
     ]
    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>上市年份</th>\n",
       "      <th>1990</th>\n",
       "      <th>1992</th>\n",
       "      <th>1993</th>\n",
       "      <th>1994</th>\n",
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       "      <th>板块</th>\n",
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      "text/plain": [
       "上市年份  1990  1992  1993  1994  1995  1996  1997  1998  1999  2000  ...  2016  \\\n",
       "板块                                                                ...         \n",
       "主板       5    20    57    57    13    85    69    48    36    73  ...   103   \n",
       "科创板      0     0     0     0     0     0     0     0     0     0  ...     0   \n",
       "\n",
       "上市年份  2017  2018  2019  2020  2021  2022  2023  2024  2025  \n",
       "板块                                                          \n",
       "主板     211    57    55    90    88    31    36    17     8  \n",
       "科创板      0     0     0     0     0     0     0     0     1  \n",
       "\n",
       "[2 rows x 35 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 清洗年份\n",
    "def extract_year(val):\n",
    "    try:\n",
    "        if pd.isnull(val): return None\n",
    "        return str(val).split('-')[0]\n",
    "    except:\n",
    "        return None\n",
    "\n",
    "sz_list['上市年份'] = sz_list['A股上市日期'].apply(extract_year)\n",
    "sh_list['上市年份'] = sh_list['上市日期'].apply(extract_year)\n",
    "bj_list['上市年份'] = bj_list['上市日期'].apply(extract_year)\n",
    "\n",
    "# 深交所板块细分统计\n",
    "sz_board_year = sz_list.groupby(['板块', '上市年份']).size().unstack(fill_value=0)\n",
    "# 上交所细分（上交所主板/科创板）\n",
    "def get_sh_board(x):\n",
    "    if '科创板' in x:\n",
    "        return '科创板'\n",
    "    else:\n",
    "        return '主板'\n",
    "sh_list['板块'] = sh_list['证券简称'].apply(lambda x: '科创板' if 'U' in x or 'C' in x else '主板')\n",
    "sh_board_year = sh_list.groupby(['板块', '上市年份']).size().unstack(fill_value=0)\n",
    "\n",
    "# 北交所只需总量\n",
    "bj_year = bj_list.groupby('上市年份').size()\n",
    "\n",
    "# 合计表\n",
    "total_year = (\n",
    "    sz_list.groupby('上市年份').size().rename('深交所')\n",
    "    .to_frame()\n",
    "    .join(sh_list.groupby('上市年份').size().rename('上交所'))\n",
    "    .join(bj_list.groupby('上市年份').size().rename('北交所'))\n",
    "    .fillna(0).astype(int)\n",
    ")\n",
    "print(\"各年度上市公司总数：\")\n",
    "display(total_year)\n",
    "\n",
    "# 深交所细分\n",
    "print(\"深交所各板块年度上市公司数量：\")\n",
    "display(sz_board_year)\n",
    "# 上交所细分\n",
    "print(\"上交所各板块年度上市公司数量：\")\n",
    "display(sh_board_year)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8151f331",
   "metadata": {},
   "source": [
    "**各交易所各年度上市公司数量对比折线图对比**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "13bd4bfe",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "for col in total_year.columns:\n",
    "    plt.plot(total_year.index, total_year[col], marker='o', label=col)\n",
    "plt.xlabel('上市年份')\n",
    "plt.ylabel('上市公司数量')\n",
    "plt.title('各交易所各年度上市公司数量对比')\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4f08db17",
   "metadata": {},
   "source": [
    "**深交所分板块各年度上市公司数量对比**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1a12a946",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "for board in sz_board_year.index:\n",
    "    plt.plot(sz_board_year.columns, sz_board_year.loc[board], marker='o', label=board)\n",
    "plt.xlabel('上市年份')\n",
    "plt.ylabel('上市公司数量')\n",
    "plt.title('深交所分板块各年度上市公司数量对比')\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65603910",
   "metadata": {},
   "source": [
    "**上交所分板块各年度上市公司数量对比**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "db76843c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "for board in sh_board_year.index:\n",
    "    plt.plot(sh_board_year.columns, sh_board_year.loc[board], marker='o', label=board)\n",
    "plt.xlabel('上市年份')\n",
    "plt.ylabel('上市公司数量')\n",
    "plt.title('上交所分板块各年度上市公司数量对比')\n",
    "plt.legend()\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a76121f",
   "metadata": {},
   "source": [
    "**各个交易所2024-2025年上市公司行业分布及占比**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "2af7d5d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "【深圳交易所2024-2025年上市公司行业分布及占比】\n",
      "        数量    占比%\n",
      "所属行业             \n",
      "C 制造业   61  89.71\n",
      "I 信息技术   4   5.88\n",
      "F 批发零售   1   1.47\n",
      "G 运输仓储   1   1.47\n",
      "M 科研服务   1   1.47\n",
      "\n",
      "【上海交易所2024-2025年上市公司行业分布及占比】\n",
      "上交所无行业字段或无数据\n",
      "\n",
      "【北交所2024-2025年上市公司行业分布及占比】\n",
      "                  数量    占比%\n",
      "所属行业                       \n",
      "电气机械和器材制造业         4  14.81\n",
      "橡胶和塑料制品业           3  11.11\n",
      "化学原料和化学制品制造业       2   7.41\n",
      "专用设备制造业            2   7.41\n",
      "汽车制造业              2   7.41\n",
      "软件和信息技术服务业         2   7.41\n",
      "通用设备制造业            2   7.41\n",
      "计算机、通信和其他电子设备制造业   2   7.41\n",
      "开采专业及辅助性活动         2   7.41\n",
      "非金属矿物制品业           1   3.70\n",
      "农业                 1   3.70\n",
      "医药制造业              1   3.70\n",
      "仪器仪表制造业            1   3.70\n",
      "有色金属冶炼和压延加工业       1   3.70\n",
      "专业技术服务业            1   3.70\n"
     ]
    },
    {
     "data": {
      "image/png": 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ti1atWqFBgwYAgM6dO0MoFOLjjz/GmjVrdP/Ghf57rP/icDi6uozBwsIC8+fP1+uN5+/vj8GDB2Px4sW6ZT4+Pnp1MMbw5ZdfokGDBti2bZtu+Q8//AAnJyfMnz9f7zgCgQD79u3D4MGD4eHhofe7bG9vj2bNmhXbvbphw4al9opLSUlB3759oVarYWZmplv+339voOC9tLCwKPJvAACDBw/G5MmTcefOnSJ/Zy/bsWMHGjRogGbNmumWubq64vLly/D394dGo8GECROQkJCAkJAQnDhxQvf7BQDNmjWDj48PmjVrhlu3bumW5+bm4t1338WtW7fQqVMniEQiXe+7S5cuYdSoUYiOjtat/7///c+ovxc1QY0LmB9//BFWVlaYNm0aPv74Y/D5fLRp0wYpKSlgjEEmk+Hq1avw9fWFWq3WfTiZm5tj4MCBAAA/Pz+MGTMGX375JQYMGACVSoWxY8di3Lhx6NGjBwAUCRcAyMvLw61bt/T+uBQKBXJzc+Hu7l7mB2GhadOmITk5GUeOHAGXW9DT3NHRETwer8hgwqysLFhaWuotk8vlGDZsGAIDA/U+9NatW4fnz5/jwIEDxR7XysoKjRo1MqhGxhhGjRoFoVCIdevW6Za7uLgAKBi3UKtWLb0669atq7eP9PR0jB49Gj169NAFOQA4OzvD2dlZb902bdpApVLh4cOHaNeuHfLz82FmZgYzMzPde1QWpVIJpVIJS0vLUj8Ay8vQf1dA//eGw+Hg77//hkajgYWFBYCC92nt2rVYtWqVrqsyAKSlpcHFxQVCoRB79+4tdr9cLhdWVlZFnuNwOKXWOGTIEJiZmWHEiBGljm0py4ABAzB16lT8+uuvGD58eLHrZGRkYNeuXUXCEwCCgoJ0/29paYnLly+Dw+EgLCxM73WlpKTAy8tLb9u8vDw0a9YMmZmZOH78OH777TckJCTAw8MDAODk5AQAup+BgsB+OVBJ+dWYcTCFNm7ciKioKFhZWcHR0RFXrlxBVFQUPvnkE1hbW6NPnz5Yu3YtbGxs4ODgAFtb22L3s3z5clhYWGDEiBF499134e7uju+++67UY6empqJHjx6Ij4/XPTp27Ii7d+8iODjYoPp37tyJTZs2YdOmTfDz89Mt5/F4CAsLw+XLl/XWv3XrVpFvmhMmTEBMTAz++OMPvW9of/31FxISEmBnZ6cbW3L+/HksXLgQHA4HsbGxBtUIAF999RVOnTqF33//Xe/brJeXF2rVqqVXJ2MMt2/f1qtTo9Fg6NChAIDt27frfeA/fPgQz58/1zte4RgKuVwOuVwOa2triEQiCAQCAEDv3r0hEokgEonQtGlTAEC9evV0ywrH7FhbWyMxMdHg12lsNjY2sLe31/389ddfw8vLC2PGjNEtW7lyJVq3bl3sGaCh2EvjdP5r/vz5OHjwoEFjf0rj5uaGCRMm6N7/4sTHxyMwMLDEAHrZ/v37ERoaqvf+SCQS5OTkwNPTU29dGxsbrFy5EhcvXkTz5s1f/UWQcqlRAXPx4kU8evQIkyZNAgCIxWJ8/PHHes1Es2bNwvbt20v8Fl/I1tYWc+bMweHDh3Ht2jVs3769zD/AR48eITg4GB4eHrqHSCTCnj170LVr1zLrP3/+PD766CNMmTIFgwcPLvL8gAED8PPPP+vOYq5du4YbN26gS5cuunWWLl2K7du3Y9u2bQgICNDbfvPmzbhz547eo2nTphg3bhzu3LlTbJNIcX777TcsXLgQy5cvR7t27fSe43K5+N///od169YhPz8fAPDHH38gNTVVr84JEybgwoUL+PPPP4ucrcyfP7/IN9ydO3fCzMwMTZo0gUgkgkKhgFar1U2T8vKjsNnkyZMnestVKhU0Go3et9iq5MmTJ1i7di1Wrlypd8YxatQoSKVSLFy4sMRtNRoNrl+/Xuyo/bi4uGKbbwt17NgRvr6+FfIa1q5diyFDhpT4fOPGjREeHq53dlucyMhI/Pzzz/jggw/0lhd+OfhvwAAFTauFzaqlBWqhiphap6arUU1kq1evRr9+/eDs7Ay1Wo3BgwfD2toaCxYswJ9//gkAaNq0qe4DfM+ePejevXuR/aSnp+Pbb7/FqlWrMHDgQERERKBTp06YM2cORowYUexZj1gsRkREBJYsWaK3/OTJk3j06BHee++9UmvPysrCwIED4eHhgSFDhuDmzZu65+rVqwdra2uMHTsWGzduRIsWLdClSxfs2bMHTZs2Rb9+/QAUBOy8efPQv39/eHl56e0jLCwM/v7+RY5rZWUFNzc3g5vGoqKi8OGHH6JFixZo166d3jFCQkIgEAgwa9Ys7Nq1C2FhYWjWrBl2796Nfv366b7Z/vrrr9i0aRMmTpwIPp+v24dQKERwcDAmTJiAbt26wcnJCY0bN8bZs2exfft2fPrpp3B0dAQA3ZlLeRnanFYeZc2PFRcXh9zcXGRnZ8Pc3LzYdaRSKUaMGIGePXuie/fu0Gq1SEtLQ2JiIhITE9GmTRusWrUKQ4YMQWhoaJHtc3NzS7wG88MPP+idQZc1m4GpRUZGomfPnggKCsK4ceP0nnv69CmA4gPmZaUF6v79+3H58mXcuXOnSICR8qkxAfPgwQPs378fBw4c0P2xXr16FdevXy9yIW/FihVITExEr169MHfuXMyePRt3795FREQEjh07hhMnTqBOnTrYu3cvevXqBalUiiVLlmDOnDn49NNP0apVK7Rp0wZ169bFu+++CysrK92F2U6dOumOk5ubi8mTJ2PUqFGoXbu2bnnht++XnT9/HmlpaUhLS9O7oAkUTP/SsWNH2NjY4Nq1a5g7dy6uX7+OYcOGYcmSJbp2/b/++gtarRZ79+4t0k5vyDc6Qxw6dAgymQzXrl3Tu0gLADExMfDx8YGXlxdu3bqFOXPm4OHDh5gxY4Zeh4vC+aTWrVund/3G29sbsbGx6NSpE3bs2IEFCxZg/fr1qFu3Lnbs2IERI0YYVGPhB35przk/Px+RkZEQiUR67fCF1yASEhKKnThVpVJBIBCgXr16umVKpbLIei8fe9q0adi3bx/s7OzQu3fvYmvp0KEDbt++DR8fH9SqVQvp6enQaDQQCATw8fGBn58fPD09MWHCBFy6dKnINaS+ffuibdu2xV6DmT17NvLy8vD9998jMzMTd+/e1bveUVzNJSnuW79cLkd4eDhsbGx0f2uFza0vXrzA48ePkZubC6lUqntPGWOQy+VQq9W63yOpVIotW7Zg/vz58PT0xOHDh3X/NseOHcPly5exe/du1K9fv8Sm7Ze9/CVEq9XqXp9MJsOmTZvQu3dvDBgwoMz9kFKYpO+aCXTu3Jk5OTkxlUrFrl27xurUqcMuXLige37nzp2sdu3aup81Gg1bsmQJi42NZSkpKczKyoqZmZmxHj16sL///lvXvfllmZmZbN26dax9+/ZMIBCw5s2b67qKzps3r8g4iyVLljAPD48iXZE/++wz1rhx44p8+eQlhWNx/jtO6WXXrl1jAoGAWVtbGzw9kI2NDRMKhaxPnz56+/rtt9/YnTt39JZ5e3uz2bNnM8YYi4iIYIcOHSp1GpZevXqxtm3bssmTJ7MNGzawkydPstjYWL3fw9OnTzMARQZbGqpFixbMwsKCvf322ywyMrLI8xMmTGD9+vUrdtulS5eyjz/+mAFgu3fv1nsuJibG4G7B/300bNhQt5/CMWYzZswoMg7t+vXrzMnJifXr1489fPiw3K/9yJEjjMPhMMYYDbasQDUmYG7cuKE3UO2/AwN//PFHZmFhUeL24eHhxc71VBKZTKYbGV2ouF/cpKQkg/dJKsaVK1cYAHb//n2T1eDm5lZkLq3SGPqhd/z48Vf+gMzJySl12w8++IC9/fbbxT73zTffMG9vbzZy5Mgio+fVajVLTU01aKaEQlqtlkkkEt0UToX+O0tERdm7dy8DUK4aSdk4jFVQ2wghhBDykhrVi4wQQkjloYAhhBBiFBQwhBBCjIIChhBCiFFQwBBCCDEKChhCCCFGQQFDCCHEKChgCCGEGAUFDCGEEKOggCGEEGIUFDCEEEKMggKGEEKIUVDAEEIIMQoKGEIIIUZBAUMIIcQoKGAIIYQYBQUMIYQQo6CAIYQQYhQUMIQQQoyCAoYQQohRUMAQQggxCgoYQgghRkEBQwghxCgoYAghhBgFBQwhhBCjoIAhhBBiFBQwhBBCjIIChhBCiFFQwBBCCDEKChhCCCFGQQFDCCHEKChgCCGEGAUFDCGEEKOggCGEEGIUFDCEEEKMgm/qAgipDIwxyFVaqLVaaLQMai2D9p//av55FP6/ljFYCviwszSDjcjM1KUT8saigCFvvFyZCql58n8eipf+X46UPAXS8uRIFyug1rJy75vP5cDW3Ax2FmawtxDAzkIAewsz2FsKYGdhBkdLATwdLFDHyQputiIjvDpC3lwcxlj5/+oIMYG0PDkiU8R4kpKHx8liPE4RIyZDAplKY+rSAAAWAh68HS1Rx9kSdV2sUN/NGvXdbODtaAEOh2Pq8gipdBQwpErKkihxNz4HdxNycC8hF/cScpCRrzR1Wa/EQsBDXVdrBNe2Qcs6jmhVxxGOVkJTl0WI0VHAkCpBqlTjcnQmzj1Jw8WoDLzIkpq6JKPhcIAAF2u08nPUBY6tBV3rIdUPBQwxmeg0Mc49Sce5J+m4EZsFpVpr6pJMgssBAmvZoLWfI1r5OaK5ryOshHR5lLz5KGBIpZEq1bgSnYlzT9Nw7kk6ErJlpi6pSuJzOWjt74R+oe54O8iNwoa8sShgiFFptAznn6Zhd3gCzjxJq7FnKa9KZMZF5/qu6NvIHW/Vc4GAT0PXyJuDAoYYRWyGBLtvxmPP7USk5MlNXU61YCPio0dQLfRr5I6WdRzB5VLPNFK1UcCQCiNTanD4fjJ234zHjZgsU5dTrbnaCNE7xB1DmnvB38XK1OUQUiwKGPLabr/Ixp8343HobjLECrWpy6lROBzgrXou+KhdHbTyczR1OYTooYAhr+zUo1SsPRuNu/E5pi6FAAjxsMWH7eqgV3At8Kj5jFQBFDCkXBhjOP4wBWvPRONhUp6pyyHF8LA3x+g2vhjczBOW1AONmBAFDDGIVstw6H4y1p2JxpNUsanLIQawEfExtIU3RrfxgasNzZNGKh8FDCmVWqPF/ogkrDsXjefpElOXQ16BgMfF0BZemNK5LhwsBaYuh9QgFDCkWBotw9+3ErDuXDTiMqvvtC01ibWQj/Ed/fBBW1+IzHimLofUABQwpIgrzzLw1cFHeJxCTWHVkZuNCNO7BmBAUw8aS0OMigKG6CRkS7HkcCSOPkgxdSmkEgTVtsHCvg3R1NvB1KWQaooChkCh1mDDuWf48fwzyFU0lUtN07+ROz7vGUgdAUiFo4Cp4a5EZ2Devgd4nkEX8GsySwEP07oE4IO2vtRsRioMBUwNlZmvwOLDkdh7J9HUpZAqpLmPA1a+FwovRwtTl0KqAQqYGujA3SR8uf8BcqQqU5dCqiBLAQ9zezXA0BZepi6FvOEoYGoQqVKN+fsf4s9bCaYuhbwB3qrnjG/eDYELXZshr4gCpoZ4lJSHSb/fpsGSpFzsLMywuH8Qeoe4m7oU8gaigKkBtl2OwdKjj+lmX+SV9Q11x6J+QbC1MDN1KeQNQgFTjWVLlPj0r3s4FZlq6lJINeBqI8TqgY3Q2t/J1KWQNwQFTDV17Xkmpu2KoLtJkgrF53Iwr1cgRrXxNXUp5A1AAVPNaLUMa05HYe2ZKGjpX5YYyZDmXviqX0OY8bimLoVUYRQw1YhcpcG0XRE49pCmeiHG18LXARuGN6UZmkmJKGCqiSyJEh/uCMftFzmmLoXUIJ4O5tg8ohnquVmbuhRSBVHAVAOxGRKM2nYDsTStPjEBKyEfqwc1QtcGrqYuhVQxFDBvuNsvsvHhjpvIkihNXQqpwbgcYEa3epj4lr+pSyFVCAXMG+zYgxRM++MOzYBMqox3GtfGigEh4NPFfwIKmDfW1ksxWHz4EfUUI1VOjyA3fD+kMfUwIxQwbxrGGBYdisTWyzGmLoWQEnVr4Ip1w5pQyNRwFDBvmM/33MfvN16YugxCytQl0AXrhzWFgE8hU1PRv/wb5KuDjyhcyBvjVGQaxv18Ewq1xtSlEBOhgHlDrDz+hJrFyBvn7JN0fLTzFuQqCpmaiALmDbDubDR+OBtt6jIIeSUXnqbjo503KWRqIAqYKm7rpRisOP7E1GUQ8louRmVgzPZwyJQUMjUJBUwV9vuNF1h0+JGpyyCkQlx5lomxP9+EWkPjtmoKCpgqat+dRMzdex/Ux49UJxejMjBn731Tl0EqCQVMFXTsQQpm/HmXBlGSamn3zQSsORVl6jJIJaCAqWLuJeRg2h93oKF0IdXY6lNP8fetBFOXQYyMAqYKScuTY+zOWzS3GKkRZu+5h6vPMk1dBjEiCpgqQq7S4KOfb9EtjkmNodIwTPj1FuKz6DYT1RUFTBUx++97uBufY+oyCKlU2VIVPtxxE/kKtalLIUZAAVMFbL74HPsikkxdBiEm8SRVjGm7IqCl647VDgWMid2IycKyo49NXQYhJnUqMhXfnaaeZdUNBYwJpYnlmPjbbajpmxsh+OFMFMJjs0xdBqlAFDAmotZoMenXO0gXK0xdCiFVgpYBn/wRAbFcZepSSAWhgDGR705F4QZ9WyNET0K2DF/se2DqMkgFoYAxgXsJOdhw/pmpyyCkStoXkYT9EYmmLoNUAAqYSqZUazHzz7s0Up+QUszb9wCJOTJTl0FeEwVMJVtz+imepuabugxCqjSxXI1P/qCuy286CphKdC8hBz+ef27qMgh5I9yIyaKm5DccBUwlUaq1+PTPe9Q0Rkg5fHfqKe4n5Jq6DPKKKGAqyZrTT/EkVWzqMgh5o6g0DJ/sjoCKblL2RqKAqQT3E3KxkZrGCHkl0Wn52HEl1tRlkFdAAWNkhb3GaLQ+Ia9uzekoZOTToOQ3DQWMkW268Iyaxgh5TWK5GiuOPTF1GaScKGCMKCNfQb3GCKkgf96Kx72EHFOXQcqBAsaI1pyKovtcEFJBtAxYcOAhGKPm5jcFBYyRxGRI8PuNF6Yug5Bq5faLHOy9Q9PIvCkoYIxk+bHHdGGfECNYdvQxJNQy8EaggDGC2y+ycfRBiqnLIKRaShMrsPZMtKnLIAaggDGCpUciTV0CIdXa1ksxeJEpNXUZpAwUMBXsxMMUhMdmm7oMQqo1pUZL85S9AShgKpBGy/DNscemLoOQGuHv2wlIy5ObugxSCgqYCrT7ZjyepUtMXQYhNYJSrcWWSzGmLoOUggKmgmi1DBvplJ2QSvXr9RfIlapMXQYpAQVMBTn9OA2xdNGRkEqVr1Bj59VYU5dBSkABU0G20qk6ISax/Uos5CqNqcsgxaCAqQCPU/Jw9XmmqcsgpEbKlCixi2bNqJIqJWBu3bqFK1eu4NGjR+BwOFAoip92++eff8agQYN0Px84cAB79uzR/bxx40b88ccfAAAPDw/ExsaWeeypU6ciKCgIADBhwgR07979NV5J8ejshRDT+uliDNR0U7Iqp1wBk5OTgwEDBsDS0hJNmjTBzZs3Ddpu3rx5WLVqFU6fPg0AOHjwIH7//XccOHAAEokEvXv3hlgshlqtRm7uv7dHDQwMxNixY3HkyBEwxrB8+XLMnTsXjRo1QlpaGnr27ImGDRvCx8cHycnJxR7bxcUF1tbWAAAbGxvY2tqW5yWXKTNfgf0RSRW6T0JI+STmyOjvsAoqV8CMHj0aEokEERER+PDDD9G3b1/IZLJSt7l9+zauXr0KX19f3L17FwBw7do1hIeH49GjRzA3N8fhw4fB4/HA4XD0tq1bty62bt0KFxcX7Nu3D7a2toiOjkZERATc3d1x4sQJPHz4ELGxsahVq5ZuO6n034vtFhYWEAgEAACRSAQzMzMAAGMMz569fq+vX6+/gEJN35wIMbVNF+jWGFUN39AVY2JisH//fiQmJqJWrVqoW7cuvvnmG5w5cwa9evUqcTsHBwf89NNPeO+99xAdHY0tW7Zg5cqVRdbjcovPur59+wIoOJupV69emXWmp6cjICAAp0+fRpMmTcDhcIoEFwA8fPgQwcHBuHr1Klq2bFnmfouj0mjxy7W4V9qWEFKxnqSKcftFNpp42Zu6FPIPgwPm8uXLqFOnjt6ZwsSJE8tscvr111/x008/4fPPP4dKVdBf3d/fH4wxyOVyXLp0qdjtbt26hd27d4PP5yMkJASLFi1CRkYGBAIBOBwOpFIpWrduDQBQqVSQSCRIT0+Hs7MzAgIC8PPPP6NJkyYl1nX27Fl4enqiefPmhr4FRRy6l4Q0Md3GlZCq4s+b8RQwVYjBAZOYmAhXV1e9ZbNmzSpzu88//xxz584FAERHR6Nu3bqIji57JlQrKyt4eXnh6tWriI+Px4MHDwwtFcOGDcOyZcuwatWqEtc5ffo0hg0bVuKZkyG2X4595W0JIRXv0N1kfNm7IcwFPFOXQlCOgFGpVODxyv+PxuVysXDhQojFYuTk5AAAZs6cCaDg+shXX31V7Hb16tVDvXr1wOPxcO3aNQDAmDFjsG/fPtjY2OjWk8vlEIlEej3K3n33XUybNg0XLlwodt8pKSk4cuQIli5dWu7XU+hpqhh3E3LLXpEQUmnECjUO30/GgKYepi6FoBwX+e3s7JCdrT9LcOvWrbFhw4Yyt92yZQtcXFwQFhYGAGjbti3s7OywdetWqNUFNw4y5DaoAoEAc+bMQWxsrO6xa9cu3YX7QrVr10azZs10XZr/a9OmTQgODkZgYGCZxyzJ/gi6qx4hVdGfN+NNXQL5h8FnMI0bN8bTp0+Rl5enO4OIiYmBl5dXmdtyuVy0b98eTk5OAID+/fvD1tYWO3bsgFgsBgAolUqD9rNq1Sps375dt0wikRQJGKAgRLy8vLBjx44iz40aNQqdO3cu83ilOXCXukQSUhXdiM1Ccq4MtWzNTV1KjWfwGUzr1q3RsGFDjB07Fs+fP8fixYuhUqnQsWPHMrf979lJSkoKtm3bBoFAAHt7ezDGiu0soFKpcPXqVVy/fh2pqalQKBSYMWMGHjx4oHts27ZN13ngZaGhobC3L/5in5eXF9q0aWPYCy/GrbhsxGeV3j2bEGIajAEHaExMlWBwwHA4HBw8eBB5eXlo2LAh9u7di6NHj8LS0rLMbf87ct/c3BxHjhzB8OHDdcuUSiWSkpJ0F90TExPRrl07xMfHo1WrVmjUqBEAwN3dHY8ePUJKSgoyMjLg6+uLLVu24OnTpxCLxcjPz4dUKjWoyU2lUhVp9jPEQTp7IaRKo0GXVYPBTWRAwbWNI0eOlPsgz549g7m5OSIjC24lLBQKkZ6erjc+pU2bNsjKytJd9L9y5Qp8fHzw66+/gsfjISYmBps2bcLGjRsRFxeHvLw8SCQSXdNa4T7nzZuHNWvWgMvl6u2fz//3pe7atQsAoNFo4O3tbdCUM4UYYzj6oPhZAwghVcOj5DxEp4nh72Jt6lJqNA4z5Kt+JdBoNK/US40xBoVCAbVaDSsrK0ilUvD5fN3o/dJotVrk5+fr9Uory624bLy74Uq56ySEVK4pnetietcAU5dRo1WZ2ZRfJVyAgqY7kUgEKysrAPpTw5SFy+WWK1wA4MTDlHLXSAipfOefpJm6hBqvygTMm+I4BQwhb4T7ibnIkZbdO5UYDwVMOTxOyaO7VhLyhtAy4HI03afJlChgyuH8k3RTl0AIKYdL0fQ3a0oUMOVwIybL1CUQQsrhYlSGqUuo0ShgDMQYw8248o+ZIYSYTkK2DLEZElOXUWNRwBjocYoYubKiMwYQQqq2i1HUTGYqFDAGCo+l5jFVDvWgI28eaiYznXKN5K/Jqsr1l/wHZ5Bz4Wdo5WII3evBsccU8G1dkX/vJPLC90ItzoR5naZw6DIOPIvSbwaXc+lX5F7+vchy1yFfg2m1yDiwHDbN+sO21UCoMuKhTHsOMzs3Y700Qozi6vNMaLQMPG7RO9sS46IzGANVhTMYVXYyci78DOf/zYX7h+vBs3FBxuHVkMVGIOv0Jth3+gjuo9eCKaRI37ukzP3ZtnwPnlN36R61Rq8F18IWAlc/5EcchWP3SRDfPQ4AkDy5BIt6rY39EgmpcGK5GhHxOaYuo0aigDFAXKYEqXmmvzWyMvUZhO71IHTzB9/GBVYhXaDOToLkwWlYhXSDuW9j8G1dYPfWGCgSHkEjyyt1fxy+AFyRle4hvn0INmH9wBVaQisXw8ylDgBAq5SDw+ODwyt6WwRC3gQ3q8AXxJqIAsYA16tI85iZkxfkL+5BmfoMWoUE4tuHIfJpBI0sD3wbZ916HE7BPyuHa/j0O2pxJqRPr8K6aZ+CbQUW0EpyAMYgibwAy8D2FfpaCKlMT1LEpi6hRqKAMUB4FQkYgZMXLOq1RvL2qYj/bhCUSU9g/9YHELjUgTT6uu4WBfn3T0FQKwBcYdm3UiiUH3EUlg06gCsouEmTZf12SPltNsz9mkGTmwq+ratRXhMhlSGSAsYk6CK/AW5VkfEvisTHkEXfgNv7q2Dm5IXca38i7c8FcBm4EOl/L0LKjmng8MygSHoMx17TDd4v02qQf/c4XAd/rVtm2aADzP3CoMp4AbU4E6m75gAAnN+dD66ZsMJfGyHG9CwtH2qNFnwefaeuTPRul0Gp1iI2s2oM1JI8vgiLwPYQutcDV2AOu3bvQ52TAk1eBtyGr4BTv89g5uIDvoMHLBt0MHi/8hf3wTW3gZmTp95yrtASsue3weGbgWtuC665LRQv7lX0yyLE6JQaLZ7TgMtKRwFThrhMCbRV4o45ALSagusi/2BKGbQqORjTAgB4Vg6QPr0K+w4jy3X9Rfr4IiwCWhVZrpHlgWtuBa1cAjOH2jBzqA2NjJoayJspMrn0Ti+k4lHAlKEqfesR1g6E9OlV5IXvg+TROaTtWQyepR0Ezj4AAPGtQzBz8CgSFlqFFEyjLnG/sue3IfIKKbJc8vAcLBt0BFdkCXVeGtR5aeCKrCr0NRFSWehCf+WjgClDTBUKGIvA9rBp8S7ybu5HxuHvwBQSOL8zFxweH1p5PvKu/w37Th8U2S5p6yTInoUXu09VdjI0+ZkQ1Kpb9EmtGjwLW4g8g6FKj4MqPQ4ir+CKflmEVIrHFDCVrsrcMrmq+uyve/jjZrypyyCEvKbadua4PLuTqcuoUegMpgwxVeQCPyHk9STmyJAnpwlrKxMFTBmqUhMZIeT10HWYykUBU4p8hRrpYtNPEUMIqRhJOTJTl1CjUMCUIiadzl4IqU4y85WmLqFGoYApxfOMfFOXQAipQBn51CJRmShgSpGQTafThFQnFDCViwKmFNTjhJDqhZrIKhcFTCnE8pJHvxNC3jx0BlO5KGBKkSejMxhCqpMMOoOpVBQwpaAzGEKqFzqDqVwUMKUQ0zUYQqoVhVpLf9eViAKmFHQGQ0j1Qxf6Kw8FTCkoYAipfjIlFDCVhQKmFHQqTUj1o1RrTV1CjUEBUwKNlkGi1Ji6DEJIBdNUmVvUVn8UMCWgsxdCXo8qJ8XUJRRLraUzmMrCN3UBVRWdRpOaQCPLQ/KOT+A25GvwbV3LXD/tr4V6d0cVeYfCdfASyGIjkHFgOWya9Ydtq4FQZcRDmfYcZnZuxiz/ldAZTOWhgCkBl8sxdQmEGJVGmou0v7+CJjfV4G2Uqc9Qa8wP4Fs7FSzgFnyE5EcchWP3Scg6swW2rQZC8uQSbFsOMEbZr039BgSMVCqFubk5OJx/P4cUCgUEAoHeMsYY1Go1zMzMKuzYT548gZ+fH/j8148HCpgS8DgUMDXJ+7XT8J7gHnK1rsiT20EotwBPLoSSawkFxxxyDR9yBQcyqRZqZfU4u1176Ev08emMv5OeYGyeCI7MvNT1s/PTsUILzDULBOQvPSEFvhdLMVQUiLVaDqakA+eV5ugmtjHuC3hFdVW8Sj2eXC7HrVu3cPr0ady5cwd//fUXeLx/a+jatSvee+89jB07VrcsICAAarUaYrEYrq6umDhxIk6cOIHw8HBoNBrY29sjMzMTQqEQAwcOxPr16wEAy5cvx7Jly8DlcsEYw5QpU/DWW2+hc+fOsLW1BVAQVC1btsTJkyeL1CqRSNCpUydMnToVs2bNeu3XTgFTAh6PAqYm+TnRBfdtWuIX2x8hEt9DhGcowm1qQZrLg0M6g28aB04JYvCfJ0IDM6hdPKFxrA2VjQtUlo5QCW2h4FtCARHkaj5kckAm0UCrqbrfloe0/wRONu74+8p6g9aPS3sMrVaLeb8MglSRjyDvlhjcbhoshNYQCcwhluWAMYZbz86iqf9bRq7+1ZX3u+OCBQuwcOFCHDx4EL1798b69esxceJEbNu2DaNGjSpxO61Wi65duyIiIgIymQzvv/8+xowZA5VKhWXLliEkJAR9+vSBUCiEQCDQ2zYhIQHLli1DRkYGVq5cCQCYMWMGvvvuO6SkpGDZsmUYP348WrZsqVcDYwwTJkzA4sWLsWzZMsjlcggEAjRt2hTXrl0DAGzZsgXHjx8vtuaZM2ciKSkJ27dvx86dO3XL8/Ly0Lp1a+zatatc7x0FTAn41ERW40TkWaGZ5BPs9juOsLhfEPbP8jTbWrjcoiEOdhDiaj4P3hIRmomB+pkZcEtKgO2jNLCkohe0GYcDZu8KtbMn1A7uUNs4Q2nhAKXABgqeJRRMCLmKB5kckEvUYJWcRU427uVaPy03AV7OdfFOy/HgcDj45dwKHLixBYPbTUMTv7fw3YFP0Lp+T2SJU+FoXfWuvRTivGLrxMOHD9G7d288fPjQoPW5XC7++OMPODg4oHXr1hgyZAg6duwIAOjQoQP69u2L06dPl7j9uXPnMHXq1HLVyOUW7bf1clOXSqVCZGQknJ2di6w3f/58nDx5Eq1atUKXLl3w1VdfAQA2bNiAxYsX64KuPChgSsAv5h+KVH8yDQ99nvbETO8ATMxZBY4iFy65yXgnNxnvAFBz+bjnEYJLdbjY7pOJxwEvwMDgorVFa4k7grOt4Jmigd2LbHBiE8DJSoEgKwWCMo7LuDxonGtD4+QJtX0tqK2doDS3LwgjrgUUTACZkguZlEEhM033+W6Nh6Bb4yG6n/u1+AhbTi7E4HbTEObfCQ09myM5Ow45kgx8f3AmVBoFJvdeCQFfaJJ6S8Ljl/9vm8fj6YLlwYMHek1cJdFqtbCwsNBbptEU/Nu1bdsW8+fPx9q1a4vdNisrC1euXMFff/1Vrjo5HA6+//57bN++HWKxGJ988one882aNYNMJsOOHTv0ln///ffYtWsXTp06BUtLS7Rr1w5cLhc8Hg/btm3DmTNn4OHhUa5aAAqYEgn4XHA5wBtwPZAYwco4f1yw+wbbndbDIuOebjlfq0aTF7fR5AUwBUCGtSsuewThkrkAZ0QvsM9aDHgBaA4IGQ/NFXXQJMcefulcOCXmw+x5IlhuXpHjcbQa8FNfgJ/6AmV9HGsFQmidPaF28oDazg0qayeoRPZQmFlByTGHXCOATFlwvUilKP16Ub48F0DB9RVDzjp+PDoXD15c01um0ijxLPk+tp9eAneHOngr+H/g8/hQquWISopAQ68WZe63MvEF5Q+YsLAwXcA8fvwYTZo0KXObx48fo3nz5hAKhcjOzka/fv10H9hZWVmYPHkyAKBv375Ftl2xYgXEYjGcnAo6U6xevRqjR48u9jhKpRJ8Ph9cLhdarRZTpkzBvHnzsHLlSqjVBbORpKWl4ccff8SHH34IPp+PiIgI+Pn56c5kpkyZgo8++gjm5ubIysrCRx99hJkzZ0IgEODQoUOoV69eud8zgAKmVBYCPvIVNF1MTXUjxwbNxLPwZ53DaBD/e7HrOIlT0S8yFf0AaDg83PcIwUVHd1zSihEpjsNF0QtcdHsBuAEILtgmUOWGFmJX1MsSolaSApax/zSxGdhGxlUqwE2MBj8xusx1teZW0Lh4FVwvsnODysoRSqEdlHwrpEsVWHPoCwCGfavffGIBnqc+wpz3NsPO0hnXn57AiTu/wYwnwOXIQ3in5Xj8fXU9ZEoJlGolAmo3hkReNExNjS8o/0X+unXr4siRI0hKSoKdnV2RM5PiNGjQAPn5+Xjy5AkCAwOxbds2uLm5oWHDhujSpQtOnTqF7du3F9nu1KlT+P7771G7dm0kJCRg0qRJ4PP5cHBwgFJZMM3Nd999B7VajS1btuDDDz9EREQEgoKCoFQqYW5uDpFIBD6frwsYtVqNpUuXon///nBzc8O8efMwYEBBL7+IiAhcv34dUVFRuHbtGh4+fIh27drhhx9+gLOzM5YuXYoxY8agQYMG8PDwQFBQUJEzo5JQwJTCXMCjgKnhJBouekb1wVyfAHyY/S04CnGJ6/KYBo3i76BR/B1MBpBp5YwrnsG4aC7CVUk8cpQFZwuRZhmIdMgAHAD4A2gPOGltCprYcqzgnaqF7YtscGMSwJSvN28WV5YPbtwjmMU9gug/zy2If4EBVlZYCqBR+Ao0dvOCxtkT2daO4DvUBrN2hlJkCyXPCnIIUdulFu7HXYFKq8CzlPs4GfE72jfsV/A+ycVIz0uEkG8OPs8McqUUOZJ0+Lo2eK36jcFMVP6A4fF48PX1xcGDBxESEoL09HSDt129ejUYY4iNjcXEiROxY8cOnDp1Ct26ddNrAtNoNLpuxxs3bsTs2bN1z3E4HOTn5+PLL7+ElZUVZs+eXexFfrFYjB9++AGrV6+GTCbDp59+CgBwd3dHs2bN0KRJEzRt2hTbtm3TnR3x+XycPn0aYWFhWLRoEVq3bo1z585h9OjRSEpKwsCBA5GdnY1r164hMjISISEhBr92CphSWAp4MPzXiFRnS2Lr4Zz9cmx2XAfzzAcGbeOYn44+kWfQB4CWw8V9j2BccvTAZSbBQ3EstOzf5qsMrgQHrKNwwBqAJ4AwQMB4aKbwRZM8e/in8eCUmA9BTDJYdk6FvKaFrm7wFAiwNC0NAMDNywQ3LxNDn0Vjtosrulhb663fOS8PJ5kWK/+eCACoY22Haf42sBJGwMUSEPGyYGYGcAW5AFeN1Jw4BNRuVCG1ViSB6NU+9kJCQrB792507Nix1IvzL4uOjsbx48cRHByMJk2aYOfOncjKyoJcLseiRYvw5MkTPH78GF988QXmz5+PP//8E927d0dGRoZewAAFF/CfPHmCd955p8TjxcTEYMeOHRgwYICuF1mhvn37Yu3atUhISED//v11y4OCgvDtt9+iY8eO2LFjBzgcDvLy8pCTk4OgoCC9/Z88eRK1atUy6LUDFDClMhfQ20P+dTnbFmHiz7DX9wAC4v8s17ZcpkVo/F2Ext/FRADZlo647BmKSxYiXJHEI/ufs5uXKTkaXBbF47IoHnAB8M/fel2VK1rmuyAwyxzuSQpYxqWDJSQb3MRWyPOlrrFuLw3UO+XnX+z68SoVmltY4FNnF3ABzE1JxuajOzHfzQ398vPwedQdvGdnB/71X3HCqaBtn12dDY2zBzROHlDb1yq4XmRuD4WZdUHnBa0AciUXMlnldV4QmL/aOJiQkBBs27YNU6ZMMShg5HI5hg4dis8++0zXFBYcHIyGDRvCyckJLVq0QFBQEGxsbDBmzBhMmjRJb/vExETw+XxotVps2rQJSqUSJ0+exIoVK0o85pMnT1C3bt1in+vUqRPGjRuHq1ev4sqVK3rP1apVC7du3YKlpSV4PB7atm2LKVOmYObMmQAKruG4urrCxqZ8Y5voE7QUDpYVNzqWVA8SNQ/dot7BAt/6GJn5LThKySvtx16Sid6Pz6A3Cs5uHtYOwiUnD1xiMjwQx+id3fxXlFkmouwzAXsAfgDaAfZaK7SW1kZIjjW8U7Wwj88BNyYRTC4vcT/l9ZGjIz6Co+7nGc4umJaUiPlwQy8bG7S3tMQzpRIpahVGx78AAGyo7QFRSiz4KbFldl5gAhE0Ll5QO9Uu6Lxg5QSlyA5KM2soOOZQaMwM7rxQEjMhD3yzVw+Yl/9blqioKLi6umLs2LG6gHFzc8OTJ090zVMAcOHCBVhZWeltq9Fo9K7BqNVq/PjjjwgMDISPj0+xx8vIyEBUVBQCAgIAFIyJeRmPx0NYWBgOHToEmUxW5LnCgZhLlixBVFQUPvzwQ93zmZmZsLGxgaWlpUGvvRAFTCncbUsf2UxqrgUxgTjruBwbrdZClPX4tfbFZVoEJ9xDcMI9fAwgx8IBV7xCccnCApelCchSZJe5j2yuDIetonHYCoAHgKYAn3ERpvBG0zwH+GeYwSVRAsHzJLCssvdnCGsuF9kaDZRaLQRcLqx5PFyU5MONz4f9P914r0ul6PCfD8+ScJRy8BOegp/wtMx1tZY20Dh7Qe3oXhBGlo5QCm2h5FtBwflnsOs/My9oVP+Gkbn1q39pDA0NhY2NTYkf8P8VHByMgwcPAij4sC/8wH85XICCMCnsvlzo5aatd955B/fu3cOiRYtw6NAhve20L03cuXnzZnTu3Bnm5uY4cOAAjh49infeeQcqVcHEvevWrUNERARWr16NLl264Ntvv8Xw4cMBFIyPOXfuHL799ltcu3YNe/fuhZ2dHRITExEVFYUDBw6gTp06Br5T/6KAKYW7HQUMKdn5THu0MJuDvd57USdhb4Xt106ahZ6Pz6InAAYOHrk3xCVnL1yCDPfFsdAww5qS1BwtrokScU2UWNDE9s/19jpqZ4Sk2mHTirP4qXtH4MljgFN6L7IJCfE4J/n3bK2lhQV6WtvAlsvFW8+fYaS9Awba2UHNGCLlCvj+0/yWqzFOsxdXkgeu5AHMYsu+Hqa1dYLa2RMaB3cILAIBtC7XsRYsWKD7/9zcgqbMc+fOlWsfSqVSLzReJpPJijzn6uqqG3nfuXNnPH36FIsXL4a5+b+fSXK5XG+7xo0bIzQ0FADw9OlTODo6Ijg4GAqFAhqNBnv37sXRo0fh5+cHLy8vxMXFASiYOqZx48aQyWQYP348fvnlFzg6OupqGz58OAICAvD111+X6zUDAIf99zyK6OwOj8esv++VvSKp8b6ucx9D0teAo5Ia9Ti55na46tUIFy0tcVmagEwDzm7+Sy1WI+67OMieyRCwIgBPP32KpiuC0cmiDkJyrOH8QgnXlHyI4pLAZAUfYB2io9HF2gr3ZXJMc3aGWKPBkrRU2PJ4mOrkjG/S0zDC3h7pKjWCzc1xJr+gt93b1jboaOAZTGWw7toVHmu/r5RjpaWl4fjx43j//fcBFIQMh8MBn8/XzSagVquhVqshEun38QsMDMTq1avRvXt33bKVK1fi008/xcmTJ9GlS5cyj3/z5k00a9aszCltAGDAgAHo1q0bevToAQ6HoxtUuW7dOsTFxWH58uWQy+VF6iwLDVcvBZ3BEEPNeR6MscLlUNoXf4G1otjKctD9yTksuX0YZx/fw265FabYBKGJrT94HMOuLcRviIdtC1u9ZWIocNTyGb6pHYE+f+1FP68HGDxNgxXTvfD3gHrQiMwwvedbCLC1wdSkRHybkY7BdvZw5PFQT1hwdUWm1cKax0NrSwtEKRSIUijQzIDxIpWJX8wUKWVJSEhAp06dYGVlhc6dOyMpKcmg7VQqFRYsWIDNmzcDABYvXgwnJyc4Ojrq/bewmQooCKHc3FzExMSgcePGEIsLgjo8PByLFi3Crl278PHHH+Pp09KbEZVKJcaNG4f33nsPX375pe5spaQ6z5w5g06dOmHfvn1YtmwZAMDf3x9LlizBtm3bMGPGDDRr1gzHjh0z6LUXooAphbtd+dKa1GwnMxzQKnMe4jyKjsw2Bg4YApMf4aO7R7Aj4gwuJGdhpcAX/e2D4SJyLHG72qNqw6nbv9cBgrYHQeD8b4+yeqvqwaapDTRgCBcmYVPubeRylWh19CD25qTDtqkDRnzVA50m9YTIxQFZLo5gABx5fPS0sYYll4e/fHzxl48vLKvYlEt8t/LPkTZs2DD4+Pjg3r178PX1xQcffGDQdrVr18aePXt0Pc6++uor5ObmIisrCxkZGcjMzEROTo7eWJjDhw+jQYMG4PF4aN26Nbp3746IiAj06tULS5YswaBBg7B69Wq0bdsWe/bsKfa4Wq0WY8aMgbW1NX777Td8+eWX6NChA+7fv1/s+rt374avry/8/f3Rr18/3XWju3fvYsGCBRg7dizefvttcLlcvP322+V566iJrDRylQb1vyhfYhMCACvrRODdtO/BUVdcL67yeuLWABddfXCJo8DdvBiomf6g4QejHiBgRYBeuBQn/VA6JE8kcBvsBnCAxM2JMPc2h/tId+Rcy0HiT4lwae8EH6EdJrRrAd90wCE+D7znCWBS4zYZllft1d/CpkcPg9ePjIxEaGgoMjMzYW1tjbi4OPj4+CA3N7fMLrtqtVo30eQff/yBu3fv6qZ0KaTVaqHRaBASEoJBgwYBANavX4+IiAjMnTsX586dw+TJkzFkyBC9GZB79uyJ2NhYaLVa7N69W1eLRCLBmDFjEBsbi5MnT+qWf//995g3bx6++OILTJ06VTd7s1arRaNGjeDg4KC7rpSWlgYXFxcABR0HYmNjcf78eUyYMAFDhvw7F50hKGDK0HTRSWRKXm80NamZejhnYA3vOwhynpu6FOSLbHDNKxSXrGxwUZaMNHmGwQHzX5LHErxY9wKBawMBABqpBookBVRZKmSdzQIAeH/iDZ4ZF42VtRAmdkRAhgCuSTKIYpLB0jIq/PUZyufPP2EeHFT2iv/YsWMHli1bhsjISAAFPbfmzp2LmTNnFukN9l88Hg8WFhawt7fHoUOHkJaWBi6Xi4EDB2L27Nlo2rQpGGPQarVwdXVFcHDBXEI9evRAaGgoEhISMHXqVMybN093Q7GgoCBdE9bmzZvh7e2Nrl27gjGGffv2YcaMGWjcuDF27NhRpOvz4cOH8eGHH4LL5WLkyJFYvHgxfvrpJyxevBh+fn5o2LAhTp48iZkzZ+LKlSu4cuUKZDIZpFIpcnJyULduXchkMjx9+hRCoWETmFIvsjLUtjengCGv5Gi6E24J52OP5x/wSDhi0lqs5Hno8vQiCi8NP3Wtj3oAQmx8EM1Ng1pr+JRIXAsuNGINtCotuGZc8Cx4EN8Xw9zHHDzrgutAkkgJrEOtcVuYjNvCZMAJQP2C7T3UjmgldUNQpiU8UlSwfpEJvEgC1Maflkng7VWu9VNSUnQ9qoCC0Cj8gC+LRqNBSkoKWrRooRs7ExUVBS6XiylTpiAhIQFRUVF6zU4PHjxAVFQU2rZti6ioKOTl5cHHxwcODg7w9PTE/v378dNPP+HMmTOwt7fXBc8ff/yBcePGYenSpbh9+zZcXFz05ktTKpUIDAxEZGQk1qxZA1tbW3C5XJw/fx7Lli3DTz/9hG+++QZWVlZQqVRYv349GGO4cOECxo0bh+vXr8Pf3x9SqdTgcAHoGkyZaCwMeR1pCjO0jR6OAx4zwHhVZ9r6gNSCsTsrHl3BpYR0fMf3xgD7YLiZF70I/uKHF5BG/9vUJYuRgW/LB9es4ONDna8Gz5IHjVQDoZsQQjch1Pklh0UCPxd/2jzBfN/b+KDVfQwclIQxMwXYOM0f10eFIa1nGDTBAeBYlW9QX1l49vbglXMkukql0jVpTZ8+HXZ2drCzsyvxekZxXr7/zIYNG3SzFCcmJuL9999HSsq/9xI6f/48PDw8cP78eTDGYG1tDTMzM0RHR+PBgwfgcDgQiUQQCAQQCAS62wYMHjwYcXFxmDBhAiwsLDB9+nRkZGToHlu3boW5uTns7Owwf/58TJs2DQDwyy+/6Lo2W1lZwczMTHfmtWjRIvTq1QsSiQT9+/dHYGBgsfebKQ0FTBlq21PAkNc3Jboppll9A5Wtj6lLKcJSIUbnqIv45OohHLl/E3ul5phh3RAtbANgxjWDyFOE5N+TIX0mRV5EHtL2pMGhk4Nu+9yrubBraQeeBQ+qTBVUmSrwLMs3Wj6fo8Rp81isqhWBSaERGNL7OQZOUmDJ9No4MbYRYt9tDnnLYHBcXV75dQoMHCD5MltbW+Tk5AAA5s6di4iICN11k/K6efMm9uzZgw8//BCxsbEwMzODn58fZsyYoVtn4sSJOHfuHKZMmYIGDRqgefPmAAomqywc4MnhcIq9aZqdnR2A4m86JpfLi92muHU1Gg2GDh2K1atX48svv0RmZiYePHiA9PR03RmToaiJrAz13azLXokQA+xPdcEN0QLsrf0r3BKL3g/d1EI25OO77iL05z2Bf+oTjAIgFVrhcr8mmC1+irsr48Cz5sGhkwOce/97psPUDHwbPizrWyJtX8HEmbXeN3xCxJIwDnBXmIq7wlTAEUAAgLeAWhp7tJa4IyjbAp6pGtjEZQGxCWU2sQn9i59jrTSNGjXCkydPIBaL4ejoCAsLC+Tn57/S61m0aBHi4+Ph6ekJX19f+Pr6IiwsDFu3bsW1a9fQsmVLAEBSUhJu376NS5cuYdasWQCA1NRUvVH7hnr06BHeffddJCUllXg/mf/icrno3bs3goODsXr1al0vt5ycHINutPYyCpgyhHramboEUo0kywVo+Ww0Nvg3RPfk9eBoTHd9j83Xby6KnVb0y5SFIh9dY66gaxsAbSzx3KUuLrr54xJPhdt5sVBqlXDqUXCxm2fOg//C8n+Il1cyT4y/bZ7gbxsA3gCaAyLGR0u5Nxrn2KFOOhdOCXngP08EE/8bBsJXuGlWmzZtEBAQgHHjxuHrr7/Gxo0bi8zxVZrnz58jOzsbcXFxWLVqFVavXl1kypWBAwciLKzgBt2//PILJk2ahDp16qB27dr4+OOPsWrVKlhYWMD6n9mt1Wq1wTU0aNAACxcuREBAAEJDQ3H//n0kJSWV2N04NzcXmzZtwtdffw1LS0tMmDBBN5NBWZ0aikMBUwZ/ZytYCniQKE1zm1pSPX0c3RwDXL2wjK0GPy/e1OUYrE5aFOqkRWEkAKnAEuFejXDRxg6XFGlIlKaarC45R41z5nE4Zx4H1ALwz3yUQUp3NBM7o36mEM6NAsu9Xy6Xi/3792PEiBEIDg7G22+/DU9Pz7Lrkcsxf/58/PTTT+jevTtatWqFsWPHolu3bhAIBLoeXgqFAq6urrhy5QratGmDwYMHY+DAgTh06BD27dsHX19faLVadOrUCb6+vrh9+zb8/f2h0Whw7969Epu9Xrx4AcYYOBwOBg4cCKCg6Wv79u04evQoHj16pFdr4dmRubk51qxZgyFDhmDVqlVYv3693hmMRqMp11kMBUwZuFwOgmrb4npMlqlLIdXMX6luuCb6Cnvcf4FLkmH3F6lKLJQSdIi+jA7//Bzj7IfLbnVxia/FTXEMFBqFSesDgAeCNDxwTAPHkYMr/8wyXF516tTBpUuXyrWNTCbDlStXcP78eQQHByM6OhqrVq3ChAkTEBcXB7FYrHcdp1WrVnpT6CsUCt3dKwvnEps6dSr69++Ptm3b4s6dOzh9+jTGjx9f5Nhdu3bF0KFDi71e4uDggC1btugtE4vFujnNli9frlsulUqLnMHk5+frZl02BI2DMcDXRyKx6YLpxzKQ6mtz3avonLgBnHJ0F67KZAILhHs2wiUbB1xSpiFemlL2RkbkZe2Fw/87bNIaChUGh0BQ9vijZ8+ewc/PD0BBEBQ2k2m1Wr0L9AqFotTuwyqVSm8OtJc9ffpUN8V/UlISUlNT0bhxY8NfUCmoF5kBQjwMT2xCXsWHUa0w1/YbaKzcTV1KhTBXStH+2RXMuXMIRx7ewCExD7OtAtHWrj5EJuiu3dCxYaUeb/Xq1Xj33XcBFFxoLxwZDwCfffYZ5s+fX+x2hw8fxoYNGwAUzIHm7++P58+f4/r162jSpAkyMgoGqb4cLhqNBgEBAWjYsCGCgoIQFBQEDoej+/8GDRogICAAiYmJRY6Xk5OD4OBgnDlzBgDw8OFDDBo06JU6FBSHmsgMEOphZ+oSSA3wW3ItXDFfjL9r7YBj8nlTl2OQmGwtfO3L/p7qnRED74wYDAMgNxPhpldjXLJxxCVVOuIkyUavM9QltFzrb9++vdheV4bOZCwUCnU357KwsNCbVkYoFJZ4tnHgwAG4uxd8ybh16xZCQ0NRp04d1KlTB507d0bfvn1x4cIF3RQ0QMHgz/9OZsnn8/HgQdm3Mli3bh2EQiF27tyJnTt3AgDq16+PMWPGACi4j41CocDWrVv1Bm4aigLGAJ4OFnCwFCCLRvQTI4uViRAWOxbb/RugfcImcAy890tJJh+R4Ydwle5nP3sOoqeU3PWeMYYVV5T46bYK2TKGQQ35WN5VBEsBB6eeqzHkbxmmtxTg83ZCRKZrEJFiWMC8TKSSo+2zq2j7z8/xjt64VKs+LpkB4eIYyDQVP39bI+dG5d4mKCgIFy9e1Fv23+lX/ismJgY7duzA7du3ER8fj4ULF2LkyJElrp+bm6u7piGVSnH06FFcvXoVQEHAdOrUSbfud999hxMnTuhuo8zlcrF9+3ZMmzZNN71+IY1Gg6Ag/Slx4uLi8Oeff+puARAbG4tly5ZhxowZuhmd9+zZg2PHjuHbb78FUNAUV1bzW2koYAwU4mGLc0/STV0GqQEY42BkVDuMdK+DLxWrwJO8+vWLW8laHB5qjtaeBX/qvKJN8Hq23FHh++tK7BlkAVshMHyvDOMPy/HzO+bYeEuJTb1FmH5Cjs/bCfHXIzU+a1u+ecyK45kZhyGZcRgCQMkT4qZ3Y1y0dcRlVRZiJEWbdcrLnG+Oeg7l76LM4/F0gxcNJRAI4ObmBltbW2RkZMDV1bXEdXft2oVPPvkE9+/fh5OTE3744QfEx8ejbt26EAqFEIvFsLKy0p1ZFJLL5VizZo1uVufu3bujdevWuH37NgBg69atEAgEOHLkCL788ksAQNu2bfHXX3/pmtYYY/jwww/BGMOmTZv0eorl5eWhf//+YIwhPT0da9as0c2TVl4UMAYK8bCjgCGVakdSbVyxXILdblthn3K53NurtQwP0jRo782HlaCMZPnHzrsqfNpagOa1C7qiLuwoxOC/ZADMkSVjCHX7Z64xJYMZDxCUlVjlJNAo0Pr5Nd09JxMcvHDZvT4uCTi4Lo6FTC0rdfvihDqHgs+tnI+62rVr63p28Xg8jB8/HrGxsYiJiYGjoyM6deoEPz8//P3331Cr1Thx4oRufMm4ceMwcuRIuLq6IiEhAYGBgUhISCj1rKlLly4IDQ3FggULcP78eQiFQl2vs/j4eOzbtw9AQTPd+vXrdcdavXo1cnNz0bVrV3Tu3BmTJk0CUNA0+Ndff+ndmvl1UMAYKMzb3tQlkBooSmKOMOnH+Nm/IVolbAaHGX7x9V6qFgxAox/zkShm6ODNw6Y+5vCyLblJK0PK9J7ncTjg/fOjtYCDNIkWjAG7HqgwOOjV729vKI+sFxiU9QKDUHB2c8srFJftXHBJnYVn+QkG7aOpa9NXOvb9+/f1zmAuXrxYrm/yGRkZWLlyJQYMGABfX188ffoUKpUK8+fPh6OjIw4cOKB3bcbW1lbXXLZp0yZ07969zCY5Dw8PeHh4YP/+/QAKeqiNHDkSlpaW0Gg0umlu/qtPnz7o3bs3Zs+ejfnz52PlypUAgPz8fEilUt20NEqlEkuXLi21ma80FDAGalHHgQZcEpPQMC6GRnXEhx5+mCNdCa7UsDPpyHQtGjrzsLaHCE4WHEw5Jse4QzIcHVbyJJKN3LjY90SNdwILwmNbhBLd/Ao+JgY1NEP7bVJ81MQMsTla+NhVbidUgUaBVjE30ArATABJ9l645F4Pl4Q8XBfHQqou/t4zLWu1fKXj1atXD0eO/DsLduHF99IoFAocOXIE27Ztw+PHj9GmTRvdc1wuV3cto2PHjiXeTyYpKQmrV68Gl8uF/0vT28hkMiiVSjx79qzItiqVCnv37sU333yDLl26YOfOndi0aRO+/fZbTJo0CW+99ZbeAMm6dQvuvKrVajF48GD06dMHQEEnhkuXLmHhwoUACq7lKJVKJCQkFLnOYwgKGAMJ+Ty0reuE4w9NN1qZ1GybEzxxyWop/nDdDNvUa2WuPyzEDMNC/j3L+KGHCHW+z0eegsFGWHzT1tedRejxqxTttkmQp2C4l6rFhVEFvYeGBJuhZ10+HqVrkJDH0HmnBABwaIgFzM0qtqnMEO7ZLzAw+wUGAlBxzXDHqxEu2bvgojoH0fkFsyNYC6wR7PRq1w8EAoHum7yhTpw4gU8++QQhISEIDAzE559/jtjYWIO3L7w24ufnh6ysLFy/fl13u4CRI0eicePGeuFy6tQp7Ny5E+fOnUPnzp2xf/9+pKam4osvvsCRI0dw+vRpfPHFF3j06BEaNWqEsWPHYujQobrt/fz8wBhDQkLB2WBgYKCuaQ4oCC6JRILAwPLPggBQwJRLl0BXChhiUo/zLRAmnYxf/RqiWfxWcGD4OGk7EQdaBiSLtbARFj/dh48dF48mWOJxhhazTingaslBO+9/PyZsRRwci1YjzJ0HJ4uCUDkbq0bPusZvLiuNmVaF5rHhaB4LTAeQYueBS7UDke8eCh63fBM0vo7evXujc+fO2LlzJ65dK/tLwH/NmTMHt27dwo0bN7Br1y6MHDkS+/fvx759+/D48WP89NNPeuu7ubkhODgYQ4cOxeDBg3Hu3DndmYqPjw8kEgnWrl2L0NBQHDp0CI0aNdLb/t69e4iJicGBAwdKrOn8+fOoXbt2uV8LQAFTLp3qu4DLAbQ09wExIZWWg4FRnTHR0w8z8leBK8ssdr3px+Vo6cHDwIYFH/7hSRpwOYBnKddggILp4G2EBd2SL4/Rb07LlGrhYM5BjpyhniP3n2VV7w/CLScBA3ISAP93KvW4HA6nxPEiYrEYd+/e1VsWERGBkJAQaDQazJo1C7t27cKxY8fg7e2NWbNmITw8HL1790ZMTAwuXLhQZPR/4WBKoKAHWHh4OOzt7VGrVi307NkT3bt3x+DBgwGg2LOQ7OxsbN68GR07dizx9ZT3HjAvo5H85eBoJUQjml2ZVBHr4n3QT70MYpewYp9v5MbF3DMKXIhT40yMGpOPyjEq1AwWZhzkKRhUmpKDYfEFBd5rYIYmtfS//f96X4WhwWawE3EQl8sQl8tgb175zWMG4XCBgOJnDTY2mezf3m75+fnIzMxEs2bNcOfOHQAFMyIDQP/+/REeHo7r16/j+vXrCA8P103Tcv/+fahUKly+fBk2NjZ4+vRpmcc9f/482rdvDy8vL4jFYnz00Uelrm/IiP3ippcxFAVMOXUOLLlfOyGV7b7YEmEJ03DHcyQY9D8IRoQKMCCQj367pBi1T4Zudfj4vocIQMG9Xw5HFT/vWXSWFr89UGFJp6KD61QawNmSi44+fDxI0+BBmgYdfapoQ0jtMMCy/FPMA8CoUaMQERHxStt+9dVXmDdvHho0aAAAePz4MerWrYu9e/di8uTJaNmyJbZu3YqQkBC4u7sjLCwMbdu2xZUrV5CUlIRJkyYhODgYgwYNQu/evZGRkYFx48ZhzJgx8PT0xJAhQ3DixIlijz1z5kzEx8fj559/hqenJ1q0aKGb+6w4ubm5GDZsGPz9/Yt9AAUdF14VTXZZTk9Txei2+oKpyyCkiGlezzElbxW48mxTl1I1dP4SaDej7PUq2IMHDyCRSNCiRQsA/063IhKJDNr2999/x4ABA4qdcDIiIgLHjx/HkCFD4OXlVeb+yhqFn5eXBwsLC72pZyoSBcwraLf8DOKzyj/gixBja2Kbj502G2CVfsfUpZjex1cB1wamrqJGoyayV9C5PjWTkarpdq4VmiVNx33PYaYuxbScAihcqgAKmFfQtQEFDKm6ZBoe+kT1wnrXhWDCGnqricbvm7oCAgqYV9KqjiNq2ZbdnkqIKS2Pq4tBnG8gdQoxdSmVi2sGhA4xdRUEFDCvhMvl4H9NXm3gESGV6UaODZolz0Kk52BTl1J5At4GrJxNXQUBBcwrGxjmidfoHk5IpZFouOgR1Reb3eaDCUu+F0y10WSEqSsg/6CAeUXejpZo7uNg6jIIMdji2HoYzl0OWSXfPrhSWbsD/mXfcZJUDgqY1zComaepSyCkXC5n26J56meI8nzP1KUYR6OhQCXOPUZKRwHzGnoG14K9hWkn+SOkvMRqPrpGvYOdteaBCUqeuv/NwwEaDzd1EeQlFDCvQWTGw8AwOoshb6YvYxpglNlyKF7hdsJVkk9bwMHX1FWQl1DAvKZhLbzBpYv95A11PtMezdPnIsajv6lLeX10cb/KoYB5TV6OFugQQF0iyZsrV8XHW9ED8bv752BmxU81X+WJ7IDAvqaugvwHBUwFGNHax9QlEPLaPn8ejLHC5VDa1zV1KeXX7EPAjAY/VzUUMBWgY4AzGroXf39tQt4kJzMc0CpzHl549DF1KYYzswRaTjB1FaQYFDAVgMPhYFqXAFOXQUiFyFSaoX30EPxd+1Mw/htwVtB0FGDpaOoqSDEoYCpI1wauCK5dQycWJNXSjGeNMdF8OVS2dUxdSsl4AqD1ZFNXQUpAAVOBPun6BrZdE1KKI+lOaJMzH0m1u5u6lOI1GgrY1DJ1FQY7deoUcnJyTF1GpaGAqUCd6ruikaedqcsgpEKlKczQ+tkIHPSYAcYr+e6IlY4nqNQ7VjLGMGDAANy4cUO3LC0tDe+88w4MuW+jQqFAv379kJqaatDxRowYgU2bNhVZHhoaimPHjhm0j4cPH4LD4UAikUAmk6F///6IiooyaNuKQAFTwT7pStdiSPU0ObopPrH6Biobb1OXUqDJCMCu7NsG/9e5c+dgZ2dX7u2uXr2KY8eOwc/PT7fMxcUFXC4Xz58/L3G7MWPGoHHjxmjWrBlEIhGGDRuGsLAw3aNBgwZ4+PBhke2EQiHMzIrOFFLS8uIUricUCmFubo4mTZqgS5cuyMjIMGj712WcGzHXYB0CnNHU2x634ui+6KT62Zfqguuihdjr/ivckk6arhC+OdD+00o95Lp16zB06FBs3boV3333HXg8HjgcDjgcDjp16gQA0Gq1UKlUCA8Ph6dnwSwfaWlpmDt3LgYMGFDsfn18fPTOgJRKJXg8nm7/SqUSX3zxBc6ePQsul4vIyEhMnjwZNjY2UKvVGDNmDCZMmAC1Wg0OhwMe79+52LjcgnMIPr/go37evHmwtraGQCCAWq3WLTcWDjPk3I6Uy6WoDAzfct3UZRBiVD/6X8fbSevB0aoq/+CtJgFvL3mlTc+dO4f+/fuX61rI06dP0aBBAyxYsADz5s2DXC4Hj8cDn88H55/7dhSGS+HyQn379sXDhw9hb29f7L7v37+PiIgIBAYGAgBWrlyJNWvWICcnB0KhEMHBwdi6dStkMhm4XC4GDx6M6dOno3nz5lCr1XBwcIC7uzvmzZuHpUuX6s5aGGNQKpW64wiFQr3la9euxaRJk8r13pUXncEYQdu6Tmju64AbMVmmLoUQoxkf3QLvuXljqeZb8MUJlXdggRXQdnrlHQ/AtGnTIBL922V7xowZOH/+vO4so/B7ulqtxpo1a9Cly7+3DOBwOOjbty9atGhR7L4nT56sCykAmDlzJmbOnInx48ejZcuWGDVqlC4ozMzMIBKJ4OXlhfr16+vt56uvvsLixYt1P2/YsAFz5sxBTk4OfHx8sGvXLl0NjDGDrhu9LgoYI5nZrR4Gbrxq6jIIMao/U9xwVbQIe91/hnPSmco5aPtPK3Xcy549exAVFYXx48frlvXv3x/NmzfXa44CCgKmbl393qQajabMY5S0zpkzZ/DXX3/hnXfeweTJk+Hu7g4rKytMmzYNWVlZEAqFuov2hc1hhXV89913mDBhAr7++muMHDkSq1evxq5duwBA17RnbBQwRtLc1wH/a1Ibe24nmroUQowqQS5E85gPsMW/Ad5K/BEcrdp4B3NpWNA8Von69euHFi1a4KefftItc3Jy0msi43A40Gq1UKvVemc6ACCXy3HgwAFcvHix2P3n5eVBLpfrfs7JycFvv/2GI0eOoG7duli5ciUaN26M6Oho2NvbY9asWQCA4cOH63U4eNmyZcvA4XAwfPhwfP3115g8eTLq16+Pw4cPo1evXq/7lhiMAsaI5vVqgLOP05AtNUEbNSGViDEOxkS1xrBaPvhK9S14+UlGOAoH6L0a4FXuxxaPx0Pt2rX1lp05cwa///57sev/9ttvcHV11f186tQpveclEgn4fL7umggAveaqefPmISkpCYGBgRgyZAgaN24MABg2bBgGDBiATz/9FMnJyTh06BAiIyOLHP/8+fNYsmQJDh06pLse4+joiBUrVmDkyJE4c+YMQkJCyvkuvBrqpmxEDpYCfN4j0NRlEFJpfk12R1fpYmTWal/xO28yAvAq/jpGZUtNTUXv3r1x8+ZNvYdcLoda/e8Z3JEjR/Do0SOEh4ejXbt2AIBRo0bh+++/163z5ZdfYv78+bqf165diz179sDXV//eNkFBQQgICMC2bdswdepUTJkyBbVq6Q8yPXfuHHr16oWlS5eic+fOes+NGjUKH3zwAdq2bYu9e/dW2HtRGgoYIxvYzBPNfR1MXQYhlea5VISw2HG44PkxGKeCbl9s6Qx0XVgx+6oAL1/vKO25mTNnIiUlBVqtVjf2ZNq0aYiIiAAAqFQqDB48GN9//z327dsHAKVeG1m6dCnGjh2LyMhIfPHFF3rPzZ8/H127dsWcOXMwbdq0Yrf/5ptvMH36dAwYMEAv5IyFAqYSfP1OEAQ8eqtJzcEYByOi2mGh/VJoLF3L3qAs3RYD5sV3860sSqVS15Sl1Wrx/fffw9/fX+8RFRWlW+fixYvIyclBhw4dAPx7Ib9Nmzb49ddfAQAhISEQCoVYu3YttmzZone81NRUXdjIZDJs2LABPXr0wNtvv438/HyMGDECMTExuvV79uyJ33//HXPmzNEtK6zl5Sa4BQsW4O7du0bvogxQwFQKfxdrjOtQhScMJMRItid5oLv8a+S4tX71nfi2B0IHV1hNHTt2fKX5wDIyMnTdhZVKJaZMmYLo6Gi9R926dXXrODs7Y9OmTeDxePDy8oJYLEZAQACCgoIQFBSEOnXqwMrKCr6+vnj//fd1ZzBSqRQ+Pj44c+YMmjRpgh9++AEuLi749ddfsXHjRhw+fBj379+Ho6MjGjZsiP79+wMAWrRoUWQwp0KhAFAQUC8LCgoq9SysotBAy0oiV2nQ/bsLiM2UmroUQiodj6PFL/7n0TJhCzhMW44NhcDHVwAnf+MVVwVFREQgICAAFhYWEIvFiI2NRXBwcJH1MjIykJCQgEaNGlV+kQaggKlENMKf1HTjPF7gM+lKcKUGzoXV4TPgrTllr0eqJGoiq0Rt6zrhnca1y16RkGpqY4IXeimXIc/VgN5gjv6VOlsyqXgUMJXsq34N4e1oYeoyCDGZyHwLNI2fgpteY8BQQo8pngB4dwvAr0K3ByDlRgFTyaxFZlg3tAkEfHrrSc2l0nIw4GkXrHJeAq15MdO+dFkIuDeq9LpIxaJPORMIqm2LL3o3MHUZhJjcD/E+6K9ZCrFL2L8L674NtJpguqJIhaGL/CY06bfbOHQv2dRlEGJyQq4Wf/idQGjOKXDGX6rUySyJ8VDAmFC+Qo0+ay8hJkNi6lIIMTk+l4NDY0NQ38fD1KWQCkJNZCZkJeRj3dAmENL1GEIwq3s9Cpdqhj7ZTKyBuw3m92lo6jIIMakeQW4Y2774qefJm4sCpgoY2sIL/Rq5m7oMQkyijrMlVrwXauoyiBFQwFQRX78TjPpu1qYug5BKZS3k48fhTWElpFtTVUcUMFWEpZCPbaObwc1GVPbKhFQDAj4Xm0aEIcCVvlhVVxQwVUgtW3NsG90M1vRtjlRzXA7w3aBGaOVH3ZGrMwqYKiawlg3WD28CPrfkmw4R8qZb2LchegbXKntF8kajgKmC2tV1xtL/BaOUG9sR8saa3Mkf77fyMXUZpBJQwFRR74V5Yk6PQFOXQUiFGtLcEzO61TN1GaSSUMBUYR+1r4MJHWlsAKkeujZwxeL+RW+aRaovCpgqblb3+hjWwsvUZRDyWpr52GPtkMbg0bXFGoUC5g2wqF8Q/kc3KiNvqMBaNtg8ohlEZjxTl0IqGQXMG4DL5WDVwFCMaOVt6lIIKZcwb3vsGtsSthZmpi6FmADNpvyGWXXiCdaeiTZ1GYSUqWM9Z2wY1hTmAjpzqakoYN5AWy7FYPHhR6B/OVJV9Ql1x7cDQ2HGo0aSmowC5g315814zN5zHxot/fORqmV4Sy981TcIXLqgX+NRwLzBjj9MweTf70Cp1pq6FEIAAJPe8sfMt2mcCylAAfOGuxKdgY923oREqTF1KaQG43CAuT0D8WG7OqYuhVQhFDDVQER8DkZvu4FsqcrUpZAaiMflYNn/gvFemKepSyFVDAVMNZGQLcXHv9zG/cRcU5dCahAnKwG+H9IYrf2cTF0KqYIoYKoRhVqD+fsfYld4vKlLITVAU297rB/WBK50DyNSAgqYamh3eDy+2P8ACrr4T4xkVGsfzO0VSN2QSakoYKqpB4m5+PjXW4jPkpm6FFKNWAh4WPZuCPqGupu6FPIGoICpxnKlKkz94w7OPUk3dSmkGqjjbImNw5uiLt3imBiIAqaaY4xhzekofH86CjQmk7yqnsFuWD4gFFZ0O29SDhQwNcT5p+mY9dddpOYpTF0KeYMI+FzMersejW8hr4QCpgbJk6uw9EgkdoXH0zxmpEyhnnZY9V4I/F2oSYy8GgqYGujKswx8vuc+4jKlpi6FVEECPhfTuwbgo3Z16AZh5LVQwNRQcpUGq08+xeZLMTRhJtFp4mWH5QPorIVUDAqYGu5+Qi5m/X0Pkcl5pi6FmJCNiI/PetTH0OZe4HDorIVUDAoYArVGi40XnmPN6SiambkG6hvqji96N4CztdDUpZBqhgKG6DxLz8fiQ49wlsbN1Aj13awxt1cg2tV1NnUppJqigCFFXHmWgWVHH+NeAk2cWR15O1pgetcA9Alxp5uCEaOigCHFYozh4L1krDz+BC+yqLdZdeBqI8SUznUxKMwTfJpDjFQCChhSKpVGiz/C47H+bDSScuWmLoe8AnsLM3zc0Q8jWvlAZMYzdTmkBqGAIQZRqDXYdSMe689F02wAbwgrIR9j2vrio3a+sBaZmbocUgNRwJBykas02HXjBXZcjUNMhsTU5ZBi2FmYYVAzT4xr7wcHS4GpyyE1GAUMeSWMMVyIysDPV2Nx5nEaTaRZBQTXtsX7rbzRN9SdmsJIlUABQ15bfJYUv1yPw+7weGRLVaYup0YR8LnoHVwL77fyRmMve1OXQ4geChhSYeQqDQ7eTcLOq3G4n0hdnI2ptp05hrX0wqAwTzha0QBJUjVRwBCjuPMiG79ef4ETD1OQJ1ebupxqQcDjoo2/I4a28Ebn+i40hoVUeRQwxKhUGi2uPsvEsYcpOPkoFeli6oFWHhYCHjrWc8bbDd3wVn0X2FBvMPIGoYAhlUarZbj9IhvHHqTg+KMUxGfJTF1SlWRnYYYuga54u6Eb2tV1ogv25I1FAUNM5mFSLo4/SMHxh6l4kio2dTkm5WYjQreGruje0A3NfR1opD2pFihgSJWQma/Arbhs3H6Rg9tx2biXmAO5qvrO7Oxhb47mPg5o7uuAZr4O8HO2MnVJhFQ4ChhSJak0WjxKyvsndLJxOy77jZ2qxlLAQ1BtW4R62iHUww5NvO1Qy9bc1GURYnQUMOSNkZIrR0R8Dp6l5yMmQ6J7ZEmUpi4NHA7gai2Cp4M5PB0s4OVgAW9HCwS528LP2Yp6fJEaiQKGvPFypSrEZ0uRmCNDUo4MidkyJOXKkC5WQKLQQKpUQ6rUQKbUQKrSGHyLaA4HMDfjwULAg7mABwszPswFPLhYC+HlYAEvRwt42lvA08ECHvbmdDGekP+ggCE1jlylgVT5b/BIlRowxmAh4P8bJgIezM14dPtgQl4DBQwhhBCjoL6QhBBCjIIChhBCiFFQwBBCCDEKChhCCCFGQQFDCCHEKChgCCGEGAUFDCGEEKOggCGEEGIUFDCEEEKMggKGEEKIUVDAEEIIMQoKGEIIIUZBAUMIIcQoKGAIIYQYBQUMIYQQo6CAIYQQYhQUMIQQQoyCAoYQQohRUMAQQggxCgoYQgghRkEBQwghxCgoYAghhBgFBQwhhBCjoIAhhBBiFBQwhBBCjIIChhBCiFFQwBBCCDEKChhCCCFGQQFDCCHEKChgCCGEGAUFDCGEEKOggCGEEGIUFDCEEEKMggKGEEKIUVDAEEIIMQoKGEIIIUZBAUMIIcQoKGAIIYQYBQUMIYQQo/g/KaRGVudChvQAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "\n",
    "# 获取数据\n",
    "sz_list = ak.stock_info_sz_name_code()\n",
    "sh_list = ak.stock_info_sh_name_code()\n",
    "bj_list = ak.stock_info_bj_name_code()\n",
    "\n",
    "# 提取上市年份\n",
    "def extract_year(val):\n",
    "    try:\n",
    "        if pd.isnull(val): return None\n",
    "        return str(val).split('-')[0]\n",
    "    except:\n",
    "        return None\n",
    "\n",
    "sz_list['上市年份'] = sz_list['A股上市日期'].apply(extract_year)\n",
    "sh_list['上市年份'] = sh_list['上市日期'].apply(extract_year)\n",
    "bj_list['上市年份'] = bj_list['上市日期'].apply(extract_year)\n",
    "\n",
    "# 设置分析区间\n",
    "target_years = ['2024', '2025']\n",
    "\n",
    "# 不同表的行业字段名自动查找\n",
    "def find_industry_col(df):\n",
    "    for col in ['所属行业', '行业', '所处行业']:\n",
    "        if col in df.columns:\n",
    "            return col\n",
    "    return None\n",
    "\n",
    "sz_ind_col = find_industry_col(sz_list)\n",
    "sh_ind_col = find_industry_col(sh_list)\n",
    "bj_ind_col = find_industry_col(bj_list)\n",
    "\n",
    "# 只筛选2024-2025年数据\n",
    "sz_filtered = sz_list[sz_list['上市年份'].isin(target_years)]\n",
    "sh_filtered = sh_list[sh_list['上市年份'].isin(target_years)]\n",
    "bj_filtered = bj_list[bj_list['上市年份'].isin(target_years)]\n",
    "\n",
    "# 行业分布与占比\n",
    "def get_industry_pct(df, ind_col):\n",
    "    if (df is not None) and (ind_col is not None):\n",
    "        count = df[ind_col].value_counts()\n",
    "        pct = (count / count.sum() * 100).round(2)\n",
    "        result = pd.DataFrame({'数量': count, '占比%': pct})\n",
    "        return result\n",
    "    else:\n",
    "        return None\n",
    "\n",
    "sz_result = get_industry_pct(sz_filtered, sz_ind_col)\n",
    "sh_result = get_industry_pct(sh_filtered, sh_ind_col)\n",
    "bj_result = get_industry_pct(bj_filtered, bj_ind_col)\n",
    "\n",
    "print('\\n【深圳交易所2024-2025年上市公司行业分布及占比】')\n",
    "if sz_result is not None:\n",
    "    print(sz_result)\n",
    "else:\n",
    "    print(\"深交所无行业字段或无数据\")\n",
    "\n",
    "print('\\n【上海交易所2024-2025年上市公司行业分布及占比】')\n",
    "if sh_result is not None:\n",
    "    print(sh_result)\n",
    "else:\n",
    "    print(\"上交所无行业字段或无数据\")\n",
    "\n",
    "print('\\n【北交所2024-2025年上市公司行业分布及占比】')\n",
    "if bj_result is not None:\n",
    "    print(bj_result)\n",
    "else:\n",
    "    print(\"北交所无行业字段或无数据\")\n",
    "\n",
    "# 可选：如需饼图可视化（以深圳为例）\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "if sz_result is not None:\n",
    "    sz_result['数量'].plot.pie(autopct='%1.1f%%', figsize=(4,4), title='深交所2024-2025年上市公司行业分布')\n",
    "    plt.ylabel('')\n",
    "    plt.show()\n",
    "if sh_result is not None:\n",
    "    sh_result['数量'].plot.pie(autopct='%1.1f%%', figsize=(4,4), title='上交所2024-2025年上市公司行业分布')\n",
    "    plt.ylabel('')\n",
    "    plt.show()\n",
    "if bj_result is not None:\n",
    "    bj_result['数量'].plot.pie(autopct='%1.1f%%', figsize=(4,4), title='北交所2024-2025年上市公司行业分布')\n",
    "    plt.ylabel('')\n",
    "    plt.show()\n"
   ]
  }
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